WO2018176681A1 - Method and system for simulating plant cultivation - Google Patents

Method and system for simulating plant cultivation Download PDF

Info

Publication number
WO2018176681A1
WO2018176681A1 PCT/CN2017/092545 CN2017092545W WO2018176681A1 WO 2018176681 A1 WO2018176681 A1 WO 2018176681A1 CN 2017092545 W CN2017092545 W CN 2017092545W WO 2018176681 A1 WO2018176681 A1 WO 2018176681A1
Authority
WO
WIPO (PCT)
Prior art keywords
planting
parameters
sample
plant
parameter
Prior art date
Application number
PCT/CN2017/092545
Other languages
French (fr)
Chinese (zh)
Inventor
陈伟
Original Assignee
深圳前海弘稼科技有限公司
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by 深圳前海弘稼科技有限公司 filed Critical 深圳前海弘稼科技有限公司
Publication of WO2018176681A1 publication Critical patent/WO2018176681A1/en

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/51Indexing; Data structures therefor; Storage structures
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/50Information retrieval; Database structures therefor; File system structures therefor of still image data
    • G06F16/58Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • G06F16/5866Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, manually generated location and time information
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation

Definitions

  • the present invention relates to the field of plant cultivation, and in particular to a method and system for simulating plant cultivation.
  • China is the world's largest population, and agriculture in China has always been regarded as a strategic industry that is safe and stable. If China’s crops fail, any country will not be able to help our country solve the problem of people’s food and clothing. Therefore, the stable development of agriculture is of great significance to China. Only by mastering the agricultural production experience, improving crop production techniques, vigorously developing agriculture, and ensuring adequate supply of various agricultural products can we avoid the adverse effects of world food shortages and ensure China’s The sustained and rapid development of the economy has made China a world-class economic power as soon as possible.
  • Forestry is an important basic industry and public welfare undertaking. It is responsible for protecting and developing forest resources, protecting and regulating wetland resources, protecting and saving wildlife, preventing and controlling desertification, guiding and supervising land greening, providing material products and ecology.
  • the supply task of products plays an important role in economic construction, ecological construction, cultural construction and social construction.
  • the grower controls various parameters in the plant growth process according to his own planting experience, such as the number and frequency of watering, the frequency of fertilization, and the control of temperature. This is because some growers have no planting experience or lack of experience, resulting in plants not living, low yield and so on.
  • the present invention aims to solve at least one of the technical problems existing in the prior art or related art.
  • Another object of the invention is to propose a system for simulating plant cultivation.
  • a method for simulating plant cultivation comprising: storing sample parameters of a plurality of types of plants according to plant species and pictures showing plant growth status corresponding to sample parameters; receiving the present The plant species used in the sub-planting and the planting parameters used to determine the plant growth state, analyze and predict the growth state of the plants at each stage of the planting; feedback the growth results of the planting.
  • the method for simulating plant planting stores the sample parameters of various plants and the pictures showing the state of plant growth corresponding to the sample parameters according to the plant species; receiving the plant species selected by the user and determining the plants The planting parameters of the growth state, analyze and predict the growth state of the plant at each stage of the planting; feedback the growth results of the planting.
  • a large number of sample parameters and corresponding images are stored in the database, and the plant species selected by the user and the planting parameters from the sowing to plant germination, plant growth, flowering, and various stages of the results are compared with the sample parameters. .
  • sample parameters and pictures are classified and stored according to the plant species, so that the sample resources of the corresponding species can be quickly retrieved for different types of plants that are simulated and planted. Analyze and predict the planting results of the customers, and feed them back to the customers in the form of pictures. It is clear to the user that there are clear and visual understandings of the different planting results obtained from different planting parameters. It realizes the accumulation of planting experience through simulated planting before the actual planting of the user, effectively avoids planting failure due to lack of experience, wastes cost, and can also experience the fun of personal participation during the planting process.
  • the above method for simulating plant cultivation according to the present invention may further have the following technical features:
  • the planting manners of various stages of the plant are stored, and the planting method includes sample parameters and pictures corresponding to the case and the case; after the selected planting mode, the same attribute of the case in the planting mode
  • the sample parameters are ranked, and the rankings of the sample parameters of different attributes are combined to obtain the ranking of the cases, and several cases are pushed in order from the best to the bad for the user to select.
  • various planting methods of various stages of plants are stored, and each planting mode is matched with specific planting parameters and pictures as a sample, and various types of plants include agricultural plants such as rice, corn, cotton, etc., and also include forestry. Plants such as pines, poplars, etc.
  • the planting method the planting method of ultra-thin planting is adopted; in some planting methods, rice is planted in the greenhouse; in some planting methods, rice is planted in the mountainous area; some planting methods are suitable for one season rice; some planting methods are suitable for two seasons of rice, Customers can choose the appropriate planting method according to the geographical area of their own and the type of rice planted, special requirements and other actual conditions.
  • the sample parameters are ranked according to different attributes for the cases stored in different planting modes, and then the ranking of the sample parameters of different attributes is integrated to obtain the ranking of the case, in order from superior to inferior.
  • the user can control the planting parameters according to the top of the push or the planting parameters of the plant stage (for example: the plant germination stage, the user needs to control the light, water, temperature, oxygen , fertilization, fight drugs and other parameters that determine the state of plant growth), and finally obtain the growth results under different planting parameters, thereby accumulating planting experience, avoiding the actual planting process due to lack of experience, resulting in planting failure, wasting costs.
  • the sample parameters of the same attribute are divided into several parameter intervals from good to bad, and the parameter interval includes a picture corresponding to the sample parameters therein.
  • the sample parameters belonging to the same attribute are divided into several parameter intervals from the best to the bad, and the parameter interval includes a picture corresponding to the sample parameters therein, thereby ensuring that the planting parameters input by the user can find the corresponding interval. Then, the results of the simulated planting are predicted according to the image analysis in the sample parameter interval.
  • the growth state of each stage of the selected plant is analyzed and predicted, specifically: comparing the planting parameters of the planting with the sample parameters to find a sample that is consistent or closest to the planting parameter. Parameters; retrieve images in multiple parameter intervals corresponding to planting parameters of different attributes, and combine multiple pictures into output pictures.
  • the planting parameter when the user inputs the planting parameter, the planting parameter is compared with the sample parameter of the same attribute, and the sample parameter that is consistent with or closest to the planting parameter input by the user is found in the sample parameter, thereby determining the user input. Which parameter interval the planting parameter belongs to, and the picture of the parameter interval is retrieved for synthesis and output.
  • the planting parameter input by the user is completely consistent with a certain sample parameter, the image corresponding to the sample parameter is directly output; when the planting parameter input by the user cannot find the completely consistent sample parameter in the database, according to the closest to the planting parameter
  • the pictures in the interval in which the sample parameters are located are synthesized into a predicted growth result picture. The more the parameter interval is set, the more accurate the predicted growth state will be.
  • the planting parameters and sample parameters Comparing the numbers it is possible that there are no sample parameters in the database that are exactly the same as the planting parameters, then the interval of the sample parameters closest to the planting parameters is found, and the slightly better and slightly shorter parameters in the comprehensive interval and their corresponding pictures can also be maximized.
  • the accuracy of the guaranteed prediction avoids the prediction bias caused by the absence of corresponding sample parameters.
  • the growth result of the current planting is fed back, specifically: displaying the output picture, and displaying the ranking of the planting and the growth suggestion for the planting, and the planting parameters of the planting plant and Output images for storage.
  • the growth result of the planting is fed back to the user in the form of a picture, and the displayed picture includes the ranking of the planting and the growth suggestion for the planting, and the user can clearly understand the planting of the planting.
  • the results of the existing data in the database of growth results can also be learned according to the growth suggestions of the feedback, and the planting methods and parameters are adjusted in the subsequent planting, which is the parameters in the actual planting.
  • the control process accumulates more experience.
  • the planting parameters and output pictures of this planting are stored as sample planting parameters and their corresponding pictures, which increases the sample size and enriches the sample space, making the analysis and prediction more and more accurate.
  • a system for simulating plant cultivation comprising: a storage unit for storing sample parameters of a plurality of types of plants according to plant species and a picture showing a state of plant growth corresponding to the sample parameters; a receiving unit, configured to receive the plant species and the planting parameters for determining the growth state of the plant; the analyzing unit is configured to compare the planting parameters with the sample parameters of the same plant planted, and analyze and predict the selected The growth state of each stage of the plant; a feedback unit for feeding back the growth results of the plant.
  • the simulated plant planting system stores the sample parameters of the plurality of plants and the pictures showing the plant growth state corresponding to the sample parameters according to the plant species; the receiving unit receives the plant species selected by the user and uses the plants.
  • the planting parameters are compared with the sample parameters of the same plant planted in the present plant, the analysis unit analyzes and predicts the growth state of the plants at each stage of the planting; the feedback unit feeds back the growth of the planting plant. result.
  • sample parameters and corresponding images are stored in the database, and the plant species selected by the user and the planting parameters from the sowing to plant germination, plant growth, flowering, and various stages of the results are compared with the sample parameters. .
  • sample parameters and pictures are classified and stored by plant type. In order to quickly pick up the sample resources of the corresponding species for the different types of plants that are simulated. Analyze and predict the planting results of the customers, and feed them back to the customers in the form of pictures. It is clear to the user that there are clear and visual understandings of the different planting results obtained from different planting parameters. It realizes the accumulation of planting experience through simulated planting before the actual planting of the user, effectively avoids planting failure due to lack of experience, wastes cost, and can also experience the fun of personal participation during the planting process.
  • the above-described simulated plant planting system according to the present invention may also have the following technical features:
  • the storage unit is further configured to store the planting manners of various stages of the plant, the planting method includes sample parameters and pictures corresponding to the case and the case; and the ranking unit is used after the selected planting mode Ranking the same attribute sample parameters of the case in the planting mode, and ranking the case parameters of the different attributes to obtain the case ranking; the pushing unit is used to push several cases in order from the best to the bad for the user to select .
  • the storage unit stores planting methods of various stages of various types of plants, and each planting method is matched with specific planting parameters and pictures as samples, and various types of plants include agricultural plants such as rice, corn, cotton, etc. Including forestry plants such as pine and poplar.
  • some planting methods use ultra-thin planting; in some planting methods, rice is planted in the greenhouse; in some planting methods, rice is planted in mountainous areas; some planting methods are suitable for one season rice; some planting The method is suitable for two seasons of rice, and customers can choose the appropriate planting method according to the actual situation of their own region, the type of rice planted, and special requirements.
  • the ranking unit ranks the sample parameters according to different attributes in the different planting methods stored in the planting method, and then ranks the sample parameters of the different attributes to obtain the ranking of the case, and the pushing unit according to the favoring unit In the worst order, several cases are pushed for the user to choose.
  • the user can control the planting parameters according to the top cases of the push or the planting parameters of the plant (for example: the plant germination stage, the user needs to control the light, water Temperature, oxygen, fertilization, pesticides, etc. determine the growth parameters of the plant), and finally the growth results under different planting parameters, thereby accumulating planting experience, avoiding the actual planting process due to lack of experience, resulting in planting failure, wasting costs.
  • the partitioning unit is configured to divide the sample parameter of the same attribute into a plurality of parameter intervals, and the parameter interval further includes the picture corresponding to the sample parameter therein.
  • the partition unit divides the sample parameters belonging to the same attribute from good to bad into A number of parameter intervals, the parameter interval includes a picture corresponding to the sample parameters therein, thereby ensuring that the planting parameters input by the user can find the corresponding interval, and then predicting the simulated planting according to the image analysis in the sample parameter interval. result.
  • the searching unit is configured to compare the planting parameters of the planting with the sample parameters to find a sample parameter that is consistent with or closest to the planting parameter; and the synthesizing unit is configured to retrieve The pictures in multiple parameter intervals corresponding to the planting parameters of different attributes are combined into multiple pictures into an output picture.
  • the searching unit compares the planting parameter with the sample parameter of the same attribute, and finds the sample parameter in the sample parameter that is consistent with or closest to the planting parameter input by the user, thereby determining Which parameter interval the planting parameter input by the user belongs to, and the synthesizing unit retrieves the image of the parameter interval for synthesis and output.
  • the image corresponding to the sample parameter is directly output; when the planting parameter input by the user cannot find the completely consistent sample parameter in the database, according to the closest to the planting parameter
  • the pictures in the interval in which the sample parameters are located are synthesized into a predicted growth result picture. The more the parameter interval is set, the more accurate the predicted growth state will be.
  • the planting parameters are compared with the sample parameters, there may be no sample parameters in the database that are exactly the same as the planting parameters. Then find the interval of the sample parameters closest to the planting parameters, and the parameters in the comprehensive interval and their corresponding parameters.
  • the picture can also guarantee the accuracy of the prediction to the greatest extent and avoid the prediction bias caused by the lack of corresponding sample parameters.
  • the growth result of the current planting is fed back, specifically: a display unit for displaying an output picture, and displaying the ranking of the planting and the growth suggestion for the planting, this time
  • the planting parameters and output images of the plant are stored in the storage unit.
  • the display unit feeds back the growth result of the planting to the user in the form of a picture, and the displayed picture includes the ranking of the planting and the growth suggestion for the planting, and the user can clearly understand the present time.
  • the growth results of the planting are ranked in the existing data in the database. It is also possible to know the planting method that is more reasonable than the current planting parameters according to the feedback growth suggestions, and then adjust the planting methods and parameters in the subsequent planting, in actual planting.
  • the parameter control process accumulates more experience.
  • the planting parameters and output pictures of this planting are stored as sample planting parameters and their corresponding pictures, which increases the sample size and enriches the sample space. Analysis of predictions is becoming more and more accurate.
  • FIG. 1 is a schematic flow chart showing a method of simulating plant cultivation according to an embodiment of the present invention
  • Figure 2 shows a schematic block diagram of a system for simulating plant cultivation in accordance with one embodiment of the present invention
  • FIG. 3 is a schematic flow chart showing a method of simulating plant cultivation according to another embodiment of the present invention.
  • Figure 4 shows a schematic block diagram of a system for simulating plant cultivation in accordance with another embodiment of the present invention.
  • FIG. 1 is a flow chart showing a method of simulating plant cultivation according to an embodiment of the present invention:
  • Step 102 storing, according to the plant species, sample parameters of the plurality of types of plants and a picture showing the state of growth of the plants corresponding to the sample parameters;
  • Step 104 receiving plant species and planting parameters for determining plant growth state, and analyzing and predicting growth states of the plants at each stage of the planting;
  • step 106 the growth result of the planting is fed back.
  • the method for simulating plant planting stores the sample parameters of various plant types and the pictures showing the state of plant growth corresponding to the sample parameters according to the plant species; receiving the user's selection
  • the plant species planted and the planting parameters used to determine the plant growth state, the planting parameters are compared with the sample parameters of the same plant planted in this plant, and the growth state of the plants at each stage of the planting is analyzed and predicted;
  • the growth results of the secondary planting In the process of simulating plant species, a large number of sample parameters and corresponding images are stored in the database, and the plant species selected by the user and the planting parameters from the sowing to plant germination, plant growth, flowering, and various stages of the results are compared with the sample parameters. .
  • sample parameters and pictures are classified and stored according to the plant species, so that the sample resources of the corresponding species can be quickly retrieved for different types of plants that are simulated and planted. Analyze and predict the planting results of the customers, and feed them back to the customers in the form of pictures. It is clear to the user that there are clear and visual understandings of the different planting results obtained from different planting parameters. It realizes the accumulation of planting experience through simulated planting before the actual planting of the user, effectively avoids planting failure due to lack of experience, wastes cost, and can also experience the fun of personal participation during the planting process.
  • Figure 2 shows a schematic block diagram of a simulated planting system 200 of one embodiment of the present invention:
  • the storage unit 202 stores, according to the plant species, sample parameters of the plurality of types of plants and a picture representing the state of growth of the plant corresponding to the sample parameters;
  • the receiving unit 204 is configured to receive the plant species and the planting parameters for determining the growth state of the plant;
  • the analyzing unit 206 is configured to analyze and predict the growth state of each stage of the selected plant
  • the feedback unit 208 is configured to feed back the growth result of the current planting.
  • the storage unit 202 stores sample parameters of various types of plants and pictures showing plant growth status corresponding to the sample parameters according to the plant species; the receiving unit 204 receives the plants planted by the user selected by the user.
  • the species and the planting parameters for determining the growth state of the plant, the planting parameters are compared with the sample parameters of the plant of the same species planted, and the analysis unit 206 analyzes and predicts the growth state of each plant stage of the planting; feedback unit 208 feedback The growth results of this planting.
  • sample parameters and corresponding images are stored in the database, and the plant species selected by the user and the planting parameters from the sowing to plant germination, plant growth, flowering, and various stages of the results are compared with the sample parameters. .
  • sample parameters and pictures are classified and stored according to the plant species, so that the sample resources of the corresponding species can be quickly retrieved for different types of plants that are simulated and planted. Analyze and predict the planting results of the customers, and take the picture Feed to customers. It is clear to the user that there are clear and visual understandings of the different planting results obtained from different planting parameters. It realizes the accumulation of planting experience through simulated planting before the actual planting of the user, effectively avoids planting failure due to lack of experience, wastes cost, and can also experience the fun of personal participation during the planting process.
  • FIG. 3 is a flow chart showing a method of simulating plant cultivation according to another embodiment of the present invention:
  • Step 302 storing, according to the plant species, sample parameters of the plurality of types of plants and a picture showing the state of growth of the plants corresponding to the sample parameters;
  • Step 304 storing planting methods of various stages of various types of plants, and the planting methods include sample parameters and pictures corresponding to the case and the case;
  • Step 306 after selecting the planting mode, ranking the same attribute sample parameters of the case in the planting mode, and ranking the case parameters of the different attributes to obtain the case ranking;
  • Step 308 pushing several cases in order from the best to the bad for the user to select;
  • Step 310 The sample parameters of the same attribute are divided into several parameter intervals from good to bad, and the parameter interval includes a picture corresponding to the sample parameters therein;
  • Step 312 receiving plant species and planting parameters for determining plant growth state
  • Step 314 analyzing and predicting the growth state of each stage of the plant planted
  • step 316 the growth result of the planting is fed back.
  • step 314 the planting parameters are compared with the sample parameters of the same plant planted in the current plant, and the growth state of each plant stage is analyzed and predicted, including:
  • Step 3142 comparing the planting parameters of the planting with the sample parameters, and finding the sample parameters that are consistent with or closest to the planting parameters;
  • Step 3144 Acquire images in multiple parameter intervals corresponding to planting parameters of different attributes, and synthesize multiple pictures into output pictures.
  • Step 316 feedback the growth result of the planting, specifically including:
  • step 3162 the output image is displayed, and the ranking of the planting and the growth suggestion for the planting are displayed, and the planting parameters and the output image of the planting are stored.
  • the planting manners of various stages of the plant are stored, and the planting method includes sample parameters and pictures corresponding to the case and the case; after the planting mode is selected, the planting mode is The same attribute sample parameters of the case are ranked, and the ranking of the sample parameters of different attributes is integrated to obtain the case ranking, and several cases are pushed in order from the best to the bad for the user to select.
  • various planting methods of various stages of plants are stored, and each planting mode is matched with specific planting parameters and pictures as a sample, and various types of plants include agricultural plants such as rice, corn, cotton, etc., and also include forestry. Plants such as pines, poplars, etc.
  • Some planting methods use ultra-thin planting; in some planting methods, rice is planted in the greenhouse; in some planting methods, rice is planted in mountainous areas; some planting methods are suitable for one season rice; some planting The method is suitable for two seasons of rice, and customers can choose the appropriate planting method according to the actual situation of their own region, the type of rice planted, and special requirements.
  • the sample parameters are ranked according to different attributes for the cases stored in different planting modes, and then the ranking of the sample parameters of different attributes is integrated to obtain the ranking of the case, in order from superior to inferior.
  • the user can control the planting parameters according to the top of the push or the planting parameters of the plant stage (for example: the plant germination stage, the user needs to control the light, water, temperature, oxygen , fertilization, fight drugs and other parameters that determine the state of plant growth), and finally obtain the growth results under different planting parameters, thereby accumulating planting experience, avoiding the actual planting process due to lack of experience, resulting in planting failure, wasting costs.
  • the sample parameters of the same attribute are divided into several parameter intervals from superior to poor, and the parameter interval includes a picture corresponding to the sample parameters therein.
  • the sample parameters belonging to the same attribute are divided into several parameter intervals from the best to the bad, and the parameter interval includes a picture corresponding to the sample parameters therein, thereby ensuring that the planting parameters input by the user can find the corresponding interval. Then, the results of the simulated planting are predicted according to the image analysis in the sample parameter interval.
  • the growth state of each stage of the selected plant is analyzed and predicted, specifically: comparing the planting parameters of the planting with the sample parameters to find the same or closest to the planting parameters.
  • Sample parameters retrieve images in multiple parameter intervals corresponding to planting parameters of different attributes, and combine multiple pictures into output pictures.
  • the planting parameter when the user inputs the planting parameter, the planting parameter is the same property as the planting parameter.
  • the sample parameters are compared, and the sample parameters corresponding to the planting parameters input by the user are found in the sample parameters, thereby determining which parameter interval the planting parameter input by the user belongs to, and the picture of the parameter interval is retrieved for synthesis and output. .
  • the planting parameter input by the user is completely consistent with a certain sample parameter, the image corresponding to the sample parameter is directly output; when the planting parameter input by the user cannot find the completely consistent sample parameter in the database, according to the closest to the planting parameter
  • the pictures in the interval in which the sample parameters are located are synthesized into a predicted growth result picture. The more the parameter interval is set, the more accurate the predicted growth state will be.
  • the planting parameters are compared with the sample parameters, there may be no sample parameters in the database that are exactly the same as the planting parameters. Then find the interval of the sample parameters closest to the planting parameters, and the parameters in the comprehensive interval and their corresponding parameters.
  • the picture can also guarantee the accuracy of the prediction to the greatest extent and avoid the prediction bias caused by the lack of corresponding sample parameters.
  • the growth result of the current planting is fed back, specifically: displaying the output picture, and displaying the ranking of the planting and the growth suggestion for the planting, and the planting parameters of the planting planting And output pictures for storage.
  • the growth result of the planting is fed back to the user in the form of a picture, and the displayed picture includes the ranking of the planting and the growth suggestion for the planting, and the user can clearly understand the planting of the planting.
  • the results of the existing data in the database of growth results can also be learned according to the growth suggestions of the feedback, and the planting methods and parameters are adjusted in the subsequent planting, which is the parameters in the actual planting.
  • the control process accumulates more experience.
  • the planting parameters and output pictures of this planting are stored as sample planting parameters and their corresponding pictures, which increases the sample size and enriches the sample space, making the analysis and prediction more and more accurate.
  • FIG. 4 shows a schematic block diagram of a system 400 for simulating plant cultivation in accordance with another embodiment of the present invention:
  • the storage unit 402 is configured to store planting methods of various stages of the plant, and the planting method includes sample parameters and pictures corresponding to the case and the case; and is also used for storing planting methods of various stages of the plant, and the planting method includes the case and the The corresponding sample parameters and pictures of the case.
  • the ranking unit 404 is configured to rank the same attribute sample parameters of the case in the planting mode after the selected planting mode, and rank the case of the sample parameters of the different attributes to obtain the case ranking;
  • the pushing unit 406 is configured to push several cases in order from the best to the bad for the user to select;
  • the partitioning unit 408 divides the sample parameter for the same attribute into a plurality of parameter intervals, and the parameter interval further includes the picture corresponding to the sample parameter therein;
  • the receiving unit 410 is configured to receive the plant species and the planting parameters for determining the growth state of the plant;
  • the analyzing unit 412 is configured to analyze and predict the growth state of each stage of the selected plant
  • the feedback unit 414 is configured to feed back the growth result of the current planting.
  • the analyzing unit 412 is configured to compare the planting parameters with the sample parameters of the same plant planted in the current plant, analyze and predict the growth state of each stage of the selected plant, and specifically includes:
  • the searching unit 4122 is configured to compare the planting parameters of the planting with the sample parameters to find a sample parameter that is consistent with or closest to the planting parameter;
  • the synthesizing unit 4124 is configured to retrieve images in a plurality of parameter intervals corresponding to the planting parameters of different attributes, and synthesize the plurality of pictures into an output picture.
  • the feedback unit 414 is configured to feed back the growth result of the planting, specifically:
  • the display unit 4142 is configured to display an output picture, and display the ranking of the planting and the growth proposal for the planting, and store the planting parameters and the output image of the planting to the storage unit.
  • the storage unit 402 is further configured to store a planting manner of each stage of a plurality of types of plants, wherein the planting method includes sample parameters and pictures corresponding to the case and the case; and the ranking unit 404 is configured to After the planting mode is selected, the same attribute sample parameters of the case in the planting mode are ranked, and the ranking of the sample parameters of the different attributes is integrated to obtain the case ranking; the pushing unit 406 is used to push several kinds according to the order from superior to inferior. The case is for the user to choose.
  • the storage unit 402 stores planting methods of various stages of various types of plants, and each planting method is matched with specific planting parameters and pictures as samples, and various types of plants include agricultural plants such as rice, corn, cotton, and the like. Also included are forestry plants such as pine and poplar. Take rice as an example, some planting methods use ultra-thin planting; in some planting methods, rice is planted in the greenhouse; in some planting methods, rice is planted in mountainous areas; some planting methods are suitable for one season rice; some planting The method is suitable for two seasons of rice, customers can be based on their own region and the type of rice planted, special Ask for the actual situation and choose the appropriate planting method.
  • the ranking unit 404 ranks the sample parameters according to different attributes for the cases stored in the different planting modes, and then integrates the ranking of the sample parameters of the different attributes to obtain the ranking of the case, and the pushing unit 406 According to the order from superior to inferior, several cases are pushed for the user to choose.
  • the user can control the planting parameters according to the top cases of the push or the planting parameters of the plant stages (for example: the plant germination stage, the user needs to control the light , water, temperature, oxygen, fertilization, fight drugs and other parameters that determine the state of plant growth), and finally the results of growth under different planting parameters, thereby accumulating planting experience, avoiding the actual planting process due to lack of experience, resulting in planting failure, waste cost.
  • the partitioning unit 408 divides the sample parameters for the same attribute from superior to poor into a plurality of parameter intervals, and the parameter interval further includes the picture corresponding to the sample parameters therein.
  • the partitioning unit 408 divides the sample parameters belonging to the same attribute from superior to poor into a plurality of parameter intervals, and the parameter interval includes a picture corresponding to the sample parameters therein, thereby ensuring that the planting parameters input by the user can be found. Corresponding intervals, and then based on the image analysis within the sample parameter interval to predict the results of this simulation planting.
  • the searching unit 4122 is configured to compare the planting parameters of the current planting with the sample parameters to find a sample parameter that is consistent with or closest to the planting parameter; the synthesizing unit 4124, The images in multiple parameter intervals corresponding to the planting parameters of different attributes are retrieved, and multiple pictures are combined into an output picture.
  • the searching unit 4122 compares the planting parameter with the sample parameter of the same attribute, and finds the sample parameter in the sample parameter that is consistent with or closest to the planting parameter input by the user, thereby It is determined which parameter interval the planting parameter input by the user belongs to, and the synthesizing unit 4124 retrieves the picture of the parameter interval for synthesis and output.
  • the image corresponding to the sample parameter is directly output; when the planting parameter input by the user cannot find the completely consistent sample parameter in the database, according to the closest to the planting parameter
  • the pictures in the interval in which the sample parameters are located are synthesized into a predicted growth result picture.
  • the growth result of the current planting is fed back, specifically: a display unit 4142 for displaying an output picture, and displaying the ranking of the planting and the growth suggestion for the planting,
  • the planting parameters and output images of this planting are stored in the storage unit.
  • the display unit 4142 feeds back the growth result of the planting to the user in the form of a picture, and the displayed picture includes the ranking of the planting and the growth suggestion for the planting, and the user can clearly understand the present.
  • the growth results of the secondary planting are ranked in the existing data in the database. It is also possible to understand the planting methods that are more reasonable than the current planting parameters based on the feedback growth recommendations, and then adjust the planting methods and parameters in the subsequent planting for actual planting.
  • the parameter control process in the process has accumulated more experience.
  • the planting parameters and output pictures of this planting are stored as sample planting parameters and their corresponding pictures, which increases the sample size and enriches the sample space, making the analysis and prediction more and more accurate.
  • the description of the terms “one embodiment”, “some embodiments”, “specific embodiments” and the like means that the specific features, structures, materials, or characteristics described in connection with the embodiments or examples are included in the present invention. At least one embodiment or example.
  • the schematic representation of the above terms does not necessarily refer to the same embodiment or example.
  • the particular features, structures, materials, or characteristics described may be combined in a suitable manner in any one or more embodiments or examples.

Abstract

A method and system for simulating plant cultivation. The method for simulating plant cultivation comprises: storing, according to plant types, sample parameters of multiple types of plants and pictures which correspond to the sample parameters and show growing states of the plants (102); receiving the plant type cultivated this time and cultivation parameters for determining growing states of the plant, and analyzing and predicting the growing states of the plant cultivated this time in all stages (104); and feeding back the growing result of the plant cultivated this time (106). Simulation of cultivation before the plant is cultivated is achieved and cultivation experiences are accumulated, thereby effectively avoiding a cultivation failure and waste of cost caused by lack of experience. Furthermore, a user can experience the fun of personal involvement in a cultivation process.

Description

模拟植物种植的方法及系统Method and system for simulating plant cultivation
本申请要求于2017年3月31日提交中国专利局、申请号为2017102068977、发明名称为“模拟植物种植的方法及系统”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。The present application claims priority to Chinese Patent Application No. 2009102068977, filed on March 31, 2017, the entire disclosure of which is incorporated herein by reference. .
技术领域Technical field
本发明涉及植物种植领域,具体而言,涉及一种模拟植物种植的方法及系统。The present invention relates to the field of plant cultivation, and in particular to a method and system for simulating plant cultivation.
背景技术Background technique
我国是世界人口第一大国,农业在中国历来被认为是安天下、稳民心的战略产业。如果我国的农作物歉收,任何国家都没有能力帮助我国解决人民的吃穿问题。故而,农业的稳定发展对我国具有十分重要的意义,只有掌握农业生产的种植经验、提高作物的生产技术,大力发展农业,保证各种农产品的充足供应,才能避免世界粮荒的不利影响,确保我国经济的持续快速发展,使我国尽快成为世界一流的经济强国。China is the world's largest population, and agriculture in China has always been regarded as a strategic industry that is safe and stable. If China’s crops fail, any country will not be able to help our country solve the problem of people’s food and clothing. Therefore, the stable development of agriculture is of great significance to China. Only by mastering the agricultural production experience, improving crop production techniques, vigorously developing agriculture, and ensuring adequate supply of various agricultural products can we avoid the adverse effects of world food shortages and ensure China’s The sustained and rapid development of the economy has made China a world-class economic power as soon as possible.
林业是一项重要的基础产业和公益事业,承担着保护和发展森林资源、保护和监管湿地资源、保护和拯救野生动植物、预防和治理土地沙漠化、指导和监督国土绿化、提供物质产品和生态产品的供给任务,在经济建设、生态建设、文化建设和社会建设中具有重要地位。Forestry is an important basic industry and public welfare undertaking. It is responsible for protecting and developing forest resources, protecting and regulating wetland resources, protecting and saving wildlife, preventing and controlling desertification, guiding and supervising land greening, providing material products and ecology. The supply task of products plays an important role in economic construction, ecological construction, cultural construction and social construction.
然而目前的农业和林业中植物种植方法有如下缺陷:However, current planting methods in agriculture and forestry have the following drawbacks:
(1)种植者不通过实际种植无法亲身感受种植过程;(1) The grower cannot personally feel the planting process without actually planting it;
(2)种植者根据自己的种植经验控制植物生长过程中的各种参数,如浇水多少及次数、施肥频率、温度高低控制等。这就存在一些种植者因无种植经验或经验不足,导致植物没有成活、产量低下等情况。 (2) The grower controls various parameters in the plant growth process according to his own planting experience, such as the number and frequency of watering, the frequency of fertilization, and the control of temperature. This is because some growers have no planting experience or lack of experience, resulting in plants not living, low yield and so on.
发明内容Summary of the invention
本发明旨在至少解决现有技术或相关技术中存在的技术问题之一。The present invention aims to solve at least one of the technical problems existing in the prior art or related art.
为此,本发明的一个目的在于提出了一种模拟植物种植的方法。To this end, it is an object of the present invention to provide a method of simulating plant cultivation.
本发明的另一个目的在于提出了一种模拟植物种植的系统。Another object of the invention is to propose a system for simulating plant cultivation.
有鉴于此,根据本发明的一个目的,提出了一种模拟植物种植的方法,包括:按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片;接收本次种植的植物种类及用于确定植物生长状态的种植参数,分析并预测本次种植的植物各阶段的生长状态;反馈本次种植的生长结果。In view of this, according to an object of the present invention, a method for simulating plant cultivation is provided, comprising: storing sample parameters of a plurality of types of plants according to plant species and pictures showing plant growth status corresponding to sample parameters; receiving the present The plant species used in the sub-planting and the planting parameters used to determine the plant growth state, analyze and predict the growth state of the plants at each stage of the planting; feedback the growth results of the planting.
本发明提供的模拟植物种植的方法,按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片;接收用户选择的本次种植的植物种类及用于确定植物生长状态的种植参数,分析并预测本次种植的植物各阶段的生长状态;反馈本次种植的生长结果。在模拟植物种过程中,数据库中存储了大量的样本参数和相对应的图片,将用户选择的植物种类及从播种到植物发芽、植株生长、开花、结果各个阶段的种植参数与样本参数进行比较。另外,对样本参数和图片按植物种类进行分类存储,以便针对模拟种植的不同种类的植物快速的调取与之对应种类的样本资源。分析及预测客户本次种植的种植结果,并以图片形式反馈给客户。使用户清楚对不同种植参数所得到的不同种植结果可以有清晰、形象的了解。实现了在用户实际种植前通过模拟种植积累种植经验,有效避免由于经验不足导致的种植失败,浪费成本,而且在种植过程中还可以体会亲身参与的乐趣。The method for simulating plant planting provided by the invention stores the sample parameters of various plants and the pictures showing the state of plant growth corresponding to the sample parameters according to the plant species; receiving the plant species selected by the user and determining the plants The planting parameters of the growth state, analyze and predict the growth state of the plant at each stage of the planting; feedback the growth results of the planting. In the process of simulating plant species, a large number of sample parameters and corresponding images are stored in the database, and the plant species selected by the user and the planting parameters from the sowing to plant germination, plant growth, flowering, and various stages of the results are compared with the sample parameters. . In addition, the sample parameters and pictures are classified and stored according to the plant species, so that the sample resources of the corresponding species can be quickly retrieved for different types of plants that are simulated and planted. Analyze and predict the planting results of the customers, and feed them back to the customers in the form of pictures. It is clear to the user that there are clear and visual understandings of the different planting results obtained from different planting parameters. It realizes the accumulation of planting experience through simulated planting before the actual planting of the user, effectively avoids planting failure due to lack of experience, wastes cost, and can also experience the fun of personal participation during the planting process.
根据本发明的上述模拟植物种植的方法,还可以具有以下技术特征:The above method for simulating plant cultivation according to the present invention may further have the following technical features:
在上述技术方案中,优选地,存储多种类植物各阶段的种植方式,种植方式中包含案例与案例相对应的样本参数及图片;选定种植方式后,对该种植方式中的案例的同属性样本参数进行排名,综合不同属性的样本参数的排名得到案例的排名,按照从优至劣的顺序,推送若干种案例以供用户端选择。In the above technical solution, preferably, the planting manners of various stages of the plant are stored, and the planting method includes sample parameters and pictures corresponding to the case and the case; after the selected planting mode, the same attribute of the case in the planting mode The sample parameters are ranked, and the rankings of the sample parameters of different attributes are combined to obtain the ranking of the cases, and several cases are pushed in order from the best to the bad for the user to select.
在该技术方案中,存储多种类植物各个阶段的种植方式,将每种种植方式与具体种植参数及图片对应起来作为样本,多种类植物包括农业类植物如大米、玉米、棉花等,还包括林业类植物如松树、杨树等。以大米为例,有 的种植方式中采用超稀植的种植方式;有的种植方式中大米在温室中种植;有的种植方式中大米在山区种植;有的种植方式适合一季稻;有的种植方式适合两季稻,客户可以根据自己所属的地域及种植大米的种类、特殊要求等实际情况,选择合适的种植方式。当用户选好种植方式后,对存储在的不同的种植方式中的案例按照不同的属性对样本参数进行排名,然后综合不同属性的样本参数的排名得到该案例的排名,按照从优至劣的顺序,推送若干种案例以供用户端选择,用户可以根据推送的排名靠前的几种案例或进行对植物各阶段的种植参数控制(例如:植物发芽阶段,用户需要控制光照、水、温度、氧气、施肥、打药等等决定植物生长状态的参数),最终得出不同种植参数下的生长结果,从而积累种植经验,避免了实际种植过程因经验不足,导致种植失败,浪费成本。In this technical solution, various planting methods of various stages of plants are stored, and each planting mode is matched with specific planting parameters and pictures as a sample, and various types of plants include agricultural plants such as rice, corn, cotton, etc., and also include forestry. Plants such as pines, poplars, etc. Take rice as an example, there is In the planting method, the planting method of ultra-thin planting is adopted; in some planting methods, rice is planted in the greenhouse; in some planting methods, rice is planted in the mountainous area; some planting methods are suitable for one season rice; some planting methods are suitable for two seasons of rice, Customers can choose the appropriate planting method according to the geographical area of their own and the type of rice planted, special requirements and other actual conditions. After the user selects the planting method, the sample parameters are ranked according to different attributes for the cases stored in different planting modes, and then the ranking of the sample parameters of different attributes is integrated to obtain the ranking of the case, in order from superior to inferior. , pushing a number of cases for the user to choose, the user can control the planting parameters according to the top of the push or the planting parameters of the plant stage (for example: the plant germination stage, the user needs to control the light, water, temperature, oxygen , fertilization, fight drugs and other parameters that determine the state of plant growth), and finally obtain the growth results under different planting parameters, thereby accumulating planting experience, avoiding the actual planting process due to lack of experience, resulting in planting failure, wasting costs.
在上述任一技术方案中,优选地,对同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内包括与其中的样本参数相对应的图片。In any of the above technical solutions, preferably, the sample parameters of the same attribute are divided into several parameter intervals from good to bad, and the parameter interval includes a picture corresponding to the sample parameters therein.
在该技术方案中,将属于同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内包括与其中的样本参数相对应的图片,从而确保用户输入的种植参数都能找到相应的区间,进而根据所属的样本参数区间内的图片分析预测本次模拟种植的结果。In the technical solution, the sample parameters belonging to the same attribute are divided into several parameter intervals from the best to the bad, and the parameter interval includes a picture corresponding to the sample parameters therein, thereby ensuring that the planting parameters input by the user can find the corresponding interval. Then, the results of the simulated planting are predicted according to the image analysis in the sample parameter interval.
在上述任一技术方案中,优选地,分析并预测被选中植物各阶段的生长状态,具体为:将本次种植的种植参数与样本参数进行比较,找出与种植参数一致或最接近的样本参数;调取不同属性的种植参数所对应的多个参数区间内的图片,将多个图片合成为输出图片。In any of the above technical solutions, preferably, the growth state of each stage of the selected plant is analyzed and predicted, specifically: comparing the planting parameters of the planting with the sample parameters to find a sample that is consistent or closest to the planting parameter. Parameters; retrieve images in multiple parameter intervals corresponding to planting parameters of different attributes, and combine multiple pictures into output pictures.
在该技术方案中,当用户输入种植参数时,将该种植参数与其同一属性的样本参数进行比较,在样本参数中找出与用户输入的种植参数一致或最近接的样本参数,从而确定用户输入的种植参数属于哪一个参数区间,调取该参数区间的图片进行合成并输出。当用户输入的种植参数与某一样本参数完全一致,直接输出与该样本参数一致的图片;当用户输入的种植参数在数据库中无法找到完全一致的样本参数,则根据与该种植参数最接近的样本参数所在的区间内的图片合成为预测的生长结果图片。参数区间设置的越多,预测出来的生长状态就越准确。因为要将种植参数与样本参 数进行比较,可能数据库中没有和种植参数完全一致的样本参数,那么找到与种植参数最接近的样本参数的区间,综合区间内稍好和稍次的参数及其对应的图片,也可以最大程度的保证预测的准确性,避免了因没有对应的样本参数所导致的预测偏差。In the technical solution, when the user inputs the planting parameter, the planting parameter is compared with the sample parameter of the same attribute, and the sample parameter that is consistent with or closest to the planting parameter input by the user is found in the sample parameter, thereby determining the user input. Which parameter interval the planting parameter belongs to, and the picture of the parameter interval is retrieved for synthesis and output. When the planting parameter input by the user is completely consistent with a certain sample parameter, the image corresponding to the sample parameter is directly output; when the planting parameter input by the user cannot find the completely consistent sample parameter in the database, according to the closest to the planting parameter The pictures in the interval in which the sample parameters are located are synthesized into a predicted growth result picture. The more the parameter interval is set, the more accurate the predicted growth state will be. Because the planting parameters and sample parameters Comparing the numbers, it is possible that there are no sample parameters in the database that are exactly the same as the planting parameters, then the interval of the sample parameters closest to the planting parameters is found, and the slightly better and slightly shorter parameters in the comprehensive interval and their corresponding pictures can also be maximized. The accuracy of the guaranteed prediction avoids the prediction bias caused by the absence of corresponding sample parameters.
在上述任一技术方案中,优选地,反馈本次种植的生长结果,具体为:显示输出图片,并显示本次种植的排名及对本次种植的生长建议,将本次种植的种植参数及输出图片进行存储。In any of the above technical solutions, preferably, the growth result of the current planting is fed back, specifically: displaying the output picture, and displaying the ranking of the planting and the growth suggestion for the planting, and the planting parameters of the planting plant and Output images for storage.
在该技术方案中,将本次种植的生长结果以图片的形式反馈给用户,显示的图片中包含本次种植的排名及对本次种植的生长建议,用户从中可以清晰的了解本次种植的生长结果在数据库中的已有数据的排名,还可以根据反馈的生长建议了解到相对于目前种植参数更加合理的种植方法,进而在后续的种植中调整种植方法和参数,为实际种植中的参数控制过程积累更多的经验。将本次种植的种植参数及输出图片存储为样本种植参数及其相对应的图片,增加了样本数量,丰富了样本空间,使得分析预测越来越准确。In the technical solution, the growth result of the planting is fed back to the user in the form of a picture, and the displayed picture includes the ranking of the planting and the growth suggestion for the planting, and the user can clearly understand the planting of the planting. The results of the existing data in the database of growth results can also be learned according to the growth suggestions of the feedback, and the planting methods and parameters are adjusted in the subsequent planting, which is the parameters in the actual planting. The control process accumulates more experience. The planting parameters and output pictures of this planting are stored as sample planting parameters and their corresponding pictures, which increases the sample size and enriches the sample space, making the analysis and prediction more and more accurate.
根据本发明的另一个目的,提出了一种模拟植物种植的系统,包括:存储单元,用于按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片;接收单元,用于接收本次种植的植物种类及用于确定植物生长状态的种植参数;分析单元,用于将种植参数与本次种植的同种类植物的样本参数进行比较,分析并预测被选中植物各阶段的生长状态;反馈单元,用于反馈本次种植的生长结果。According to another object of the present invention, a system for simulating plant cultivation is provided, comprising: a storage unit for storing sample parameters of a plurality of types of plants according to plant species and a picture showing a state of plant growth corresponding to the sample parameters; a receiving unit, configured to receive the plant species and the planting parameters for determining the growth state of the plant; the analyzing unit is configured to compare the planting parameters with the sample parameters of the same plant planted, and analyze and predict the selected The growth state of each stage of the plant; a feedback unit for feeding back the growth results of the plant.
本发明提供的模拟植物种植系统,存储单元按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片;接收单元接收用户选择的本次种植的植物种类及用于确定植物生长状态的种植参数,将种植参数与本次种植的同种类植物的样本参数进行比较,分析单元分析并预测本次种植的植物各阶段的生长状态;反馈单元反馈本次种植的生长结果。在模拟植物种过程中,数据库中存储了大量的样本参数和相对应的图片,将用户选择的植物种类及从播种到植物发芽、植株生长、开花、结果各个阶段的种植参数与样本参数进行比较。另外,对样本参数和图片按植物种类进行分类存储, 以便针对模拟种植的不同种类的植物快速的调取与之对应种类的样本资源。分析及预测客户本次种植的种植结果,并以图片形式反馈给客户。使用户清楚对不同种植参数所得到的不同种植结果可以有清晰、形象的了解。实现了在用户实际种植前通过模拟种植积累种植经验,有效避免由于经验不足导致的种植失败,浪费成本,而且在种植过程中还可以体会亲身参与的乐趣。The simulated plant planting system provided by the invention stores the sample parameters of the plurality of plants and the pictures showing the plant growth state corresponding to the sample parameters according to the plant species; the receiving unit receives the plant species selected by the user and uses the plants. In determining the planting parameters of the plant growth state, the planting parameters are compared with the sample parameters of the same plant planted in the present plant, the analysis unit analyzes and predicts the growth state of the plants at each stage of the planting; the feedback unit feeds back the growth of the planting plant. result. In the process of simulating plant species, a large number of sample parameters and corresponding images are stored in the database, and the plant species selected by the user and the planting parameters from the sowing to plant germination, plant growth, flowering, and various stages of the results are compared with the sample parameters. . In addition, sample parameters and pictures are classified and stored by plant type. In order to quickly pick up the sample resources of the corresponding species for the different types of plants that are simulated. Analyze and predict the planting results of the customers, and feed them back to the customers in the form of pictures. It is clear to the user that there are clear and visual understandings of the different planting results obtained from different planting parameters. It realizes the accumulation of planting experience through simulated planting before the actual planting of the user, effectively avoids planting failure due to lack of experience, wastes cost, and can also experience the fun of personal participation during the planting process.
根据本发明的上述模拟植物种植系统,还可以具有以下技术特征:The above-described simulated plant planting system according to the present invention may also have the following technical features:
在上述技术方案中,优选地,存储单元还用于存储多种类植物各阶段的种植方式,种植方式中包含案例与案例相对应的样本参数及图片;排名单元,用于在选定种植方式后,对该种植方式中的案例的同属性样本参数进行排名,综合不同属性的样本参数的排名得到案例的排名;推送单元,用于按照从优至劣的顺序,推送若干种案例以供用户端选择。In the above technical solution, preferably, the storage unit is further configured to store the planting manners of various stages of the plant, the planting method includes sample parameters and pictures corresponding to the case and the case; and the ranking unit is used after the selected planting mode Ranking the same attribute sample parameters of the case in the planting mode, and ranking the case parameters of the different attributes to obtain the case ranking; the pushing unit is used to push several cases in order from the best to the bad for the user to select .
在该技术方案中,存储单元存储多种类植物各个阶段的种植方式,将每种种植方式与具体种植参数及图片对应起来作为样本,多种类植物包括农业类植物如大米、玉米、棉花等,还包括林业类植物如松树、杨树等。以大米为例,有的种植方式中采用超稀植的种植方式;有的种植方式中大米在温室中种植;有的种植方式中大米在山区种植;有的种植方式适合一季稻;有的种植方式适合两季稻,客户可以根据自己所属的地域及种植大米的种类、特殊要求等实际情况,选择合适的种植方式。当用户选好种植方式后,排名单元对存储在的不同的种植方式中的案例按照不同的属性对样本参数进行排名,然后综合不同属性的样本参数的排名得到该案例的排名,推送单元按照从优至劣的顺序,推送若干种案例以供用户端选择,用户可以根据推送的排名靠前的几种案例或进行对植物各阶段的种植参数控制(例如:植物发芽阶段,用户需要控制光照、水、温度、氧气、施肥、打药等等决定植物生长状态的参数),最终得出不同种植参数下的生长结果,从而积累种植经验,避免了实际种植过程因经验不足,导致种植失败,浪费成本。In the technical solution, the storage unit stores planting methods of various stages of various types of plants, and each planting method is matched with specific planting parameters and pictures as samples, and various types of plants include agricultural plants such as rice, corn, cotton, etc. Including forestry plants such as pine and poplar. Take rice as an example, some planting methods use ultra-thin planting; in some planting methods, rice is planted in the greenhouse; in some planting methods, rice is planted in mountainous areas; some planting methods are suitable for one season rice; some planting The method is suitable for two seasons of rice, and customers can choose the appropriate planting method according to the actual situation of their own region, the type of rice planted, and special requirements. After the user selects the planting mode, the ranking unit ranks the sample parameters according to different attributes in the different planting methods stored in the planting method, and then ranks the sample parameters of the different attributes to obtain the ranking of the case, and the pushing unit according to the favoring unit In the worst order, several cases are pushed for the user to choose. The user can control the planting parameters according to the top cases of the push or the planting parameters of the plant (for example: the plant germination stage, the user needs to control the light, water Temperature, oxygen, fertilization, pesticides, etc. determine the growth parameters of the plant), and finally the growth results under different planting parameters, thereby accumulating planting experience, avoiding the actual planting process due to lack of experience, resulting in planting failure, wasting costs.
在上述任一技术方案中,优选地,分区单元,用于对同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内还包括与其中的样本参数相对应的所述图片。In any of the above technical solutions, preferably, the partitioning unit is configured to divide the sample parameter of the same attribute into a plurality of parameter intervals, and the parameter interval further includes the picture corresponding to the sample parameter therein.
在该技术方案中,分区单元将属于同一属性的样本参数从优至劣划分为 若干个参数区间,参数区间内包括与其中的样本参数相对应的图片,从而确保用户输入的种植参数都能找到相应的区间,进而根据所属的样本参数区间内的图片分析预测本次模拟种植的结果。In this technical solution, the partition unit divides the sample parameters belonging to the same attribute from good to bad into A number of parameter intervals, the parameter interval includes a picture corresponding to the sample parameters therein, thereby ensuring that the planting parameters input by the user can find the corresponding interval, and then predicting the simulated planting according to the image analysis in the sample parameter interval. result.
在上述任一技术方案中,优选地,查找单元,用于将本次种植的所种植参数与样本参数进行比较,找出与种植参数一致或最接近的样本参数;合成单元,用于调取不同属性的种植参数所对应的多个参数区间内的图片,将多个图片合成为输出图片。In any one of the above technical solutions, preferably, the searching unit is configured to compare the planting parameters of the planting with the sample parameters to find a sample parameter that is consistent with or closest to the planting parameter; and the synthesizing unit is configured to retrieve The pictures in multiple parameter intervals corresponding to the planting parameters of different attributes are combined into multiple pictures into an output picture.
在该技术方案中,当用户输入种植参数时,查找单元将该种植参数与其同一属性的样本参数进行比较,在样本参数中找出与用户输入的种植参数一致或最近接的样本参数,从而确定用户输入的种植参数属于哪一个参数区间,合成单元调取该参数区间的图片进行合成并输出。当用户输入的种植参数与某一样本参数完全一致,直接输出与该样本参数一致的图片;当用户输入的种植参数在数据库中无法找到完全一致的样本参数,则根据与该种植参数最接近的样本参数所在的区间内的图片合成为预测的生长结果图片。参数区间设置的越多,预测出来的生长状态就越准确。因为要将种植参数与样本参数进行比较,可能数据库中没有和种植参数完全一致的样本参数,那么找到与种植参数最接近的样本参数的区间,综合区间内稍好和稍次的参数及其对应的图片,也可以最大程度的保证预测的准确性,避免了因没有对应的样本参数所导致的预测偏差。In the technical solution, when the user inputs the planting parameter, the searching unit compares the planting parameter with the sample parameter of the same attribute, and finds the sample parameter in the sample parameter that is consistent with or closest to the planting parameter input by the user, thereby determining Which parameter interval the planting parameter input by the user belongs to, and the synthesizing unit retrieves the image of the parameter interval for synthesis and output. When the planting parameter input by the user is completely consistent with a certain sample parameter, the image corresponding to the sample parameter is directly output; when the planting parameter input by the user cannot find the completely consistent sample parameter in the database, according to the closest to the planting parameter The pictures in the interval in which the sample parameters are located are synthesized into a predicted growth result picture. The more the parameter interval is set, the more accurate the predicted growth state will be. Because the planting parameters are compared with the sample parameters, there may be no sample parameters in the database that are exactly the same as the planting parameters. Then find the interval of the sample parameters closest to the planting parameters, and the parameters in the comprehensive interval and their corresponding parameters. The picture can also guarantee the accuracy of the prediction to the greatest extent and avoid the prediction bias caused by the lack of corresponding sample parameters.
在上述任一技术方案中,优选地,反馈本次种植的生长结果,具体为:显示单元,用于显示输出图片,并显示本次种植的排名及对本次种植的生长建议,将本次种植的种植参数及输出图片存储至存储单元。In any of the above technical solutions, preferably, the growth result of the current planting is fed back, specifically: a display unit for displaying an output picture, and displaying the ranking of the planting and the growth suggestion for the planting, this time The planting parameters and output images of the plant are stored in the storage unit.
在该技术方案中,显示单元将本次种植的生长结果以图片的形式反馈给用户,显示的图片中包含本次种植的排名及对本次种植的生长建议,用户从中可以清晰的了解本次种植的生长结果在数据库中的已有数据的排名,还可以根据反馈的生长建议了解到相对于目前种植参数更加合理的种植方法,进而在后续的种植中调整种植方法和参数,为实际种植中的参数控制过程积累更多的经验。将本次种植的种植参数及输出图片存储为样本种植参数及其相对应的图片,增加了样本数量,丰富了样本空间,使得分 析预测越来越准确。In the technical solution, the display unit feeds back the growth result of the planting to the user in the form of a picture, and the displayed picture includes the ranking of the planting and the growth suggestion for the planting, and the user can clearly understand the present time. The growth results of the planting are ranked in the existing data in the database. It is also possible to know the planting method that is more reasonable than the current planting parameters according to the feedback growth suggestions, and then adjust the planting methods and parameters in the subsequent planting, in actual planting. The parameter control process accumulates more experience. The planting parameters and output pictures of this planting are stored as sample planting parameters and their corresponding pictures, which increases the sample size and enriches the sample space. Analysis of predictions is becoming more and more accurate.
本发明的附加方面和优点将在下面的描述部分中变得明显,或通过本发明的实践了解到。Additional aspects and advantages of the invention will be apparent from the description of the invention.
附图说明DRAWINGS
本发明的上述和/或附加的方面和优点从结合下面附图对实施例的描述中将变得明显和容易理解,其中:The above and/or additional aspects and advantages of the present invention will become apparent and readily understood from
图1示出了本发明的一个实施例的模拟植物种植的方法的流程示意图;1 is a schematic flow chart showing a method of simulating plant cultivation according to an embodiment of the present invention;
图2示出了本发明的一个实施例的模拟植物种植的系统的示意框图;Figure 2 shows a schematic block diagram of a system for simulating plant cultivation in accordance with one embodiment of the present invention;
图3示出了本发明的另一个实施例的模拟植物种植的方法的流程示意图;3 is a schematic flow chart showing a method of simulating plant cultivation according to another embodiment of the present invention;
图4示出了本发明的另一个实施例的模拟植物种植的系统的示意框图。Figure 4 shows a schematic block diagram of a system for simulating plant cultivation in accordance with another embodiment of the present invention.
具体实施方式detailed description
为了能够更清楚地理解本发明的上述目的、特征和优点,下面结合附图和具体实施方式对本发明进行进一步的详细描述。需要说明的是,在不冲突的情况下,本申请的实施例及实施例中的特征可以相互组合。The present invention will be further described in detail below with reference to the drawings and specific embodiments. It should be noted that the embodiments in the present application and the features in the embodiments may be combined with each other without conflict.
在下面的描述中阐述了很多具体细节以便于充分理解本发明,但是,本发明还可以采用其他不同于在此描述的其他方式来实施,因此,本发明的保护范围并不限于下面公开的具体实施例的限制。In the following description, numerous specific details are set forth in order to facilitate a full understanding of the invention, but the invention may be practiced in other embodiments than described herein. Limitations of the embodiments.
本发明第一方面的实施例,提出一种模拟植物种植的方法,图1示出了本发明的一个实施例的模拟植物种植的方法的流程示意图:An embodiment of the first aspect of the present invention provides a method of simulating plant cultivation, and FIG. 1 is a flow chart showing a method of simulating plant cultivation according to an embodiment of the present invention:
步骤102,按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片;Step 102: storing, according to the plant species, sample parameters of the plurality of types of plants and a picture showing the state of growth of the plants corresponding to the sample parameters;
步骤104,接收本次种植的植物种类及用于确定植物生长状态的种植参数,分析并预测本次种植的植物各阶段的生长状态;Step 104: receiving plant species and planting parameters for determining plant growth state, and analyzing and predicting growth states of the plants at each stage of the planting;
步骤106,反馈本次种植的生长结果。In step 106, the growth result of the planting is fed back.
本发明提供的模拟植物种植的方法,按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片;接收用户选择的 本次种植的植物种类及用于确定植物生长状态的种植参数,将种植参数与本次种植的同种类植物的样本参数进行比较,分析并预测本次种植的植物各阶段的生长状态;反馈本次种植的生长结果。在模拟植物种过程中,数据库中存储了大量的样本参数和相对应的图片,将用户选择的植物种类及从播种到植物发芽、植株生长、开花、结果各个阶段的种植参数与样本参数进行比较。另外,对样本参数和图片按植物种类进行分类存储,以便针对模拟种植的不同种类的植物快速的调取与之对应种类的样本资源。分析及预测客户本次种植的种植结果,并以图片形式反馈给客户。使用户清楚对不同种植参数所得到的不同种植结果可以有清晰、形象的了解。实现了在用户实际种植前通过模拟种植积累种植经验,有效避免由于经验不足导致的种植失败,浪费成本,而且在种植过程中还可以体会亲身参与的乐趣。The method for simulating plant planting provided by the invention stores the sample parameters of various plant types and the pictures showing the state of plant growth corresponding to the sample parameters according to the plant species; receiving the user's selection The plant species planted and the planting parameters used to determine the plant growth state, the planting parameters are compared with the sample parameters of the same plant planted in this plant, and the growth state of the plants at each stage of the planting is analyzed and predicted; The growth results of the secondary planting. In the process of simulating plant species, a large number of sample parameters and corresponding images are stored in the database, and the plant species selected by the user and the planting parameters from the sowing to plant germination, plant growth, flowering, and various stages of the results are compared with the sample parameters. . In addition, the sample parameters and pictures are classified and stored according to the plant species, so that the sample resources of the corresponding species can be quickly retrieved for different types of plants that are simulated and planted. Analyze and predict the planting results of the customers, and feed them back to the customers in the form of pictures. It is clear to the user that there are clear and visual understandings of the different planting results obtained from different planting parameters. It realizes the accumulation of planting experience through simulated planting before the actual planting of the user, effectively avoids planting failure due to lack of experience, wastes cost, and can also experience the fun of personal participation during the planting process.
本发明第二方面的实施例,提出模拟植物种植的系统200,图2示出了本发明的一个实施例的模拟植物种植的系统200的示意框图:In an embodiment of the second aspect of the invention, a system 200 for simulating plant cultivation is presented, and Figure 2 shows a schematic block diagram of a simulated planting system 200 of one embodiment of the present invention:
存储单元202,按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片;The storage unit 202 stores, according to the plant species, sample parameters of the plurality of types of plants and a picture representing the state of growth of the plant corresponding to the sample parameters;
接收单元204,用于接收本次种植的植物种类及用于确定植物生长状态的种植参数;The receiving unit 204 is configured to receive the plant species and the planting parameters for determining the growth state of the plant;
分析单元206,用于分析并预测被选中植物各阶段的生长状态;The analyzing unit 206 is configured to analyze and predict the growth state of each stage of the selected plant;
反馈单元208,用于反馈本次种植的生长结果。The feedback unit 208 is configured to feed back the growth result of the current planting.
本发明提供的模拟植物种植系统200,存储单元202按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片;接收单元204接收用户选择的本次种植的植物种类及用于确定植物生长状态的种植参数,将种植参数与本次种植的同种类植物的样本参数进行比较,分析单元206分析并预测本次种植的植物各阶段的生长状态;反馈单元208反馈本次种植的生长结果。在模拟植物种过程中,数据库中存储了大量的样本参数和相对应的图片,将用户选择的植物种类及从播种到植物发芽、植株生长、开花、结果各个阶段的种植参数与样本参数进行比较。另外,对样本参数和图片按植物种类进行分类存储,以便针对模拟种植的不同种类的植物快速的调取与之对应种类的样本资源。分析及预测客户本次种植的种植结果,并以图片形式反 馈给客户。使用户清楚对不同种植参数所得到的不同种植结果可以有清晰、形象的了解。实现了在用户实际种植前通过模拟种植积累种植经验,有效避免由于经验不足导致的种植失败,浪费成本,而且在种植过程中还可以体会亲身参与的乐趣。According to the simulated plant planting system 200 provided by the present invention, the storage unit 202 stores sample parameters of various types of plants and pictures showing plant growth status corresponding to the sample parameters according to the plant species; the receiving unit 204 receives the plants planted by the user selected by the user. The species and the planting parameters for determining the growth state of the plant, the planting parameters are compared with the sample parameters of the plant of the same species planted, and the analysis unit 206 analyzes and predicts the growth state of each plant stage of the planting; feedback unit 208 feedback The growth results of this planting. In the process of simulating plant species, a large number of sample parameters and corresponding images are stored in the database, and the plant species selected by the user and the planting parameters from the sowing to plant germination, plant growth, flowering, and various stages of the results are compared with the sample parameters. . In addition, the sample parameters and pictures are classified and stored according to the plant species, so that the sample resources of the corresponding species can be quickly retrieved for different types of plants that are simulated and planted. Analyze and predict the planting results of the customers, and take the picture Feed to customers. It is clear to the user that there are clear and visual understandings of the different planting results obtained from different planting parameters. It realizes the accumulation of planting experience through simulated planting before the actual planting of the user, effectively avoids planting failure due to lack of experience, wastes cost, and can also experience the fun of personal participation during the planting process.
本发明第三方面的实施例,提出一种模拟植物种植的方法,图3示出了本发明的另一个实施例的模拟植物种植的方法的流程示意图:An embodiment of the third aspect of the present invention provides a method of simulating plant cultivation, and FIG. 3 is a flow chart showing a method of simulating plant cultivation according to another embodiment of the present invention:
步骤302,按照植物种类分类存储多种类植物的样本参数及与样本参数相对应的表现植物生长状态的图片; Step 302, storing, according to the plant species, sample parameters of the plurality of types of plants and a picture showing the state of growth of the plants corresponding to the sample parameters;
步骤304,存储多种类植物各阶段的种植方式,种植方式中包含案例与案例其相对应的样本参数及图片;Step 304: storing planting methods of various stages of various types of plants, and the planting methods include sample parameters and pictures corresponding to the case and the case;
步骤306,选定种植方式后,对该种植方式中的案例的同属性样本参数进行排名,综合不同属性的样本参数的排名得到案例的排名; Step 306, after selecting the planting mode, ranking the same attribute sample parameters of the case in the planting mode, and ranking the case parameters of the different attributes to obtain the case ranking;
步骤308,按照从优至劣的顺序,推送若干种案例以供用户端选择; Step 308, pushing several cases in order from the best to the bad for the user to select;
步骤310,对同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内包括与其中的样本参数相对应的图片;Step 310: The sample parameters of the same attribute are divided into several parameter intervals from good to bad, and the parameter interval includes a picture corresponding to the sample parameters therein;
步骤312,接收本次种植的植物种类及用于确定植物生长状态的种植参数; Step 312, receiving plant species and planting parameters for determining plant growth state;
步骤314,分析并预测本次种植的植物各阶段的生长状态; Step 314, analyzing and predicting the growth state of each stage of the plant planted;
步骤316,反馈本次种植的生长结果。In step 316, the growth result of the planting is fed back.
其中如图3所示:Which is shown in Figure 3:
步骤314,将种植参数与本次种植的同种类植物的样本参数进行比较,分析并预测本次种植的植物各阶段的生长状态,具体包括:In step 314, the planting parameters are compared with the sample parameters of the same plant planted in the current plant, and the growth state of each plant stage is analyzed and predicted, including:
步骤3142,将本次种植的种植参数与样本参数进行比较,找出与种植参数一致或最接近的样本参数; Step 3142, comparing the planting parameters of the planting with the sample parameters, and finding the sample parameters that are consistent with or closest to the planting parameters;
步骤3144,调取不同属性的种植参数所对应的多个参数区间内的图片,将多个图片合成为输出图片。Step 3144: Acquire images in multiple parameter intervals corresponding to planting parameters of different attributes, and synthesize multiple pictures into output pictures.
步骤316,反馈本次种植的生长结果,具体包括: Step 316, feedback the growth result of the planting, specifically including:
步骤3162,显示输出图片,并显示本次种植的排名及对本次种植的生长建议,将本次种植的种植参数及输出图片进行存储。 In step 3162, the output image is displayed, and the ranking of the planting and the growth suggestion for the planting are displayed, and the planting parameters and the output image of the planting are stored.
在本发明的一个实施例中,优选地,存储多种类植物各阶段的种植方式,种植方式中包含案例与案例其相对应的样本参数及图片;选定种植方式后,对该种植方式中的案例的同属性样本参数进行排名,综合不同属性的样本参数的排名得到案例的排名,按照从优至劣的顺序,推送若干种案例以供用户端选择。In an embodiment of the present invention, preferably, the planting manners of various stages of the plant are stored, and the planting method includes sample parameters and pictures corresponding to the case and the case; after the planting mode is selected, the planting mode is The same attribute sample parameters of the case are ranked, and the ranking of the sample parameters of different attributes is integrated to obtain the case ranking, and several cases are pushed in order from the best to the bad for the user to select.
在该实施例中,存储多种类植物各个阶段的种植方式,将每种种植方式与具体种植参数及图片对应起来作为样本,多种类植物包括农业类植物如大米、玉米、棉花等,还包括林业类植物如松树、杨树等。以大米为例,有的种植方式中采用超稀植的种植方式;有的种植方式中大米在温室中种植;有的种植方式中大米在山区种植;有的种植方式适合一季稻;有的种植方式适合两季稻,客户可以根据自己所属的地域及种植大米的种类、特殊要求等实际情况,选择合适的种植方式。当用户选好种植方式后,对存储在的不同的种植方式中的案例按照不同的属性对样本参数进行排名,然后综合不同属性的样本参数的排名得到该案例的排名,按照从优至劣的顺序,推送若干种案例以供用户端选择,用户可以根据推送的排名靠前的几种案例或进行对植物各阶段的种植参数控制(例如:植物发芽阶段,用户需要控制光照、水、温度、氧气、施肥、打药等等决定植物生长状态的参数),最终得出不同种植参数下的生长结果,从而积累种植经验,避免了实际种植过程因经验不足,导致种植失败,浪费成本。In this embodiment, various planting methods of various stages of plants are stored, and each planting mode is matched with specific planting parameters and pictures as a sample, and various types of plants include agricultural plants such as rice, corn, cotton, etc., and also include forestry. Plants such as pines, poplars, etc. Take rice as an example, some planting methods use ultra-thin planting; in some planting methods, rice is planted in the greenhouse; in some planting methods, rice is planted in mountainous areas; some planting methods are suitable for one season rice; some planting The method is suitable for two seasons of rice, and customers can choose the appropriate planting method according to the actual situation of their own region, the type of rice planted, and special requirements. After the user selects the planting method, the sample parameters are ranked according to different attributes for the cases stored in different planting modes, and then the ranking of the sample parameters of different attributes is integrated to obtain the ranking of the case, in order from superior to inferior. , pushing a number of cases for the user to choose, the user can control the planting parameters according to the top of the push or the planting parameters of the plant stage (for example: the plant germination stage, the user needs to control the light, water, temperature, oxygen , fertilization, fight drugs and other parameters that determine the state of plant growth), and finally obtain the growth results under different planting parameters, thereby accumulating planting experience, avoiding the actual planting process due to lack of experience, resulting in planting failure, wasting costs.
在本发明的一个实施例中,优选地,对同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内包括与其中的样本参数相对应的图片。In an embodiment of the present invention, preferably, the sample parameters of the same attribute are divided into several parameter intervals from superior to poor, and the parameter interval includes a picture corresponding to the sample parameters therein.
在该实施例中,将属于同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内包括与其中的样本参数相对应的图片,从而确保用户输入的种植参数都能找到相应的区间,进而根据所属的样本参数区间内的图片分析预测本次模拟种植的结果。In this embodiment, the sample parameters belonging to the same attribute are divided into several parameter intervals from the best to the bad, and the parameter interval includes a picture corresponding to the sample parameters therein, thereby ensuring that the planting parameters input by the user can find the corresponding interval. Then, the results of the simulated planting are predicted according to the image analysis in the sample parameter interval.
在本发明的一个实施例中,优选地,分析并预测被选中植物各阶段的生长状态,具体为:将本次种植的种植参数与样本参数进行比较,找出与种植参数一致或最接近的样本参数;调取不同属性的种植参数所对应的多个参数区间内的图片,将多个图片合成为输出图片。In an embodiment of the present invention, preferably, the growth state of each stage of the selected plant is analyzed and predicted, specifically: comparing the planting parameters of the planting with the sample parameters to find the same or closest to the planting parameters. Sample parameters; retrieve images in multiple parameter intervals corresponding to planting parameters of different attributes, and combine multiple pictures into output pictures.
在该实施例中,当用户输入种植参数时,将该种植参数与其同一属性 的样本参数进行比较,在样本参数中找出与用户输入的种植参数一致或最近接的样本参数,从而确定用户输入的种植参数属于哪一个参数区间,调取该参数区间的图片进行合成并输出。当用户输入的种植参数与某一样本参数完全一致,直接输出与该样本参数一致的图片;当用户输入的种植参数在数据库中无法找到完全一致的样本参数,则根据与该种植参数最接近的样本参数所在的区间内的图片合成为预测的生长结果图片。参数区间设置的越多,预测出来的生长状态就越准确。因为要将种植参数与样本参数进行比较,可能数据库中没有和种植参数完全一致的样本参数,那么找到与种植参数最接近的样本参数的区间,综合区间内稍好和稍次的参数及其对应的图片,也可以最大程度的保证预测的准确性,避免了因没有对应的样本参数所导致的预测偏差。In this embodiment, when the user inputs the planting parameter, the planting parameter is the same property as the planting parameter. The sample parameters are compared, and the sample parameters corresponding to the planting parameters input by the user are found in the sample parameters, thereby determining which parameter interval the planting parameter input by the user belongs to, and the picture of the parameter interval is retrieved for synthesis and output. . When the planting parameter input by the user is completely consistent with a certain sample parameter, the image corresponding to the sample parameter is directly output; when the planting parameter input by the user cannot find the completely consistent sample parameter in the database, according to the closest to the planting parameter The pictures in the interval in which the sample parameters are located are synthesized into a predicted growth result picture. The more the parameter interval is set, the more accurate the predicted growth state will be. Because the planting parameters are compared with the sample parameters, there may be no sample parameters in the database that are exactly the same as the planting parameters. Then find the interval of the sample parameters closest to the planting parameters, and the parameters in the comprehensive interval and their corresponding parameters. The picture can also guarantee the accuracy of the prediction to the greatest extent and avoid the prediction bias caused by the lack of corresponding sample parameters.
在本发明的一个实施例中,优选地,反馈本次种植的生长结果,具体为:显示输出图片,并显示本次种植的排名及对本次种植的生长建议,将本次种植的种植参数及输出图片进行存储。In an embodiment of the present invention, preferably, the growth result of the current planting is fed back, specifically: displaying the output picture, and displaying the ranking of the planting and the growth suggestion for the planting, and the planting parameters of the planting planting And output pictures for storage.
在该实施例中,将本次种植的生长结果以图片的形式反馈给用户,显示的图片中包含本次种植的排名及对本次种植的生长建议,用户从中可以清晰的了解本次种植的生长结果在数据库中的已有数据的排名,还可以根据反馈的生长建议了解到相对于目前种植参数更加合理的种植方法,进而在后续的种植中调整种植方法和参数,为实际种植中的参数控制过程积累更多的经验。将本次种植的种植参数及输出图片存储为样本种植参数及其相对应的图片,增加了样本数量,丰富了样本空间,使得分析预测越来越准确。In this embodiment, the growth result of the planting is fed back to the user in the form of a picture, and the displayed picture includes the ranking of the planting and the growth suggestion for the planting, and the user can clearly understand the planting of the planting. The results of the existing data in the database of growth results can also be learned according to the growth suggestions of the feedback, and the planting methods and parameters are adjusted in the subsequent planting, which is the parameters in the actual planting. The control process accumulates more experience. The planting parameters and output pictures of this planting are stored as sample planting parameters and their corresponding pictures, which increases the sample size and enriches the sample space, making the analysis and prediction more and more accurate.
本发明第四方面的实施例,提出一种模拟植物种植的系统400,图4示出了本发明的另一个实施例的模拟植物种植的系统400的示意框图:In an embodiment of the fourth aspect of the invention, a system 400 for simulating plant cultivation is provided, and FIG. 4 shows a schematic block diagram of a system 400 for simulating plant cultivation in accordance with another embodiment of the present invention:
存储单元402,用于存储多种类植物各阶段的种植方式,种植方式中包含案例与案例相对应的样本参数及图片;还用于存储多种类植物各阶段的种植方式,种植方式中包含案例与案例其相对应的样本参数及图片。The storage unit 402 is configured to store planting methods of various stages of the plant, and the planting method includes sample parameters and pictures corresponding to the case and the case; and is also used for storing planting methods of various stages of the plant, and the planting method includes the case and the The corresponding sample parameters and pictures of the case.
排名单元404,用于在选定种植方式后,对该种植方式中的案例的同属性样本参数进行排名,综合不同属性的样本参数的排名得到案例的排名; The ranking unit 404 is configured to rank the same attribute sample parameters of the case in the planting mode after the selected planting mode, and rank the case of the sample parameters of the different attributes to obtain the case ranking;
推送单元406,用于按照从优至劣的顺序,推送若干种案例以供用户端选择;The pushing unit 406 is configured to push several cases in order from the best to the bad for the user to select;
分区单元408,用于同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内还包括与其中的样本参数相对应的所述图片;The partitioning unit 408 divides the sample parameter for the same attribute into a plurality of parameter intervals, and the parameter interval further includes the picture corresponding to the sample parameter therein;
接收单元410,用于接收本次种植的植物种类及用于确定植物生长状态的种植参数;The receiving unit 410 is configured to receive the plant species and the planting parameters for determining the growth state of the plant;
分析单元412,用于分析并预测被选中植物各阶段的生长状态;The analyzing unit 412 is configured to analyze and predict the growth state of each stage of the selected plant;
反馈单元414,用于反馈本次种植的生长结果。The feedback unit 414 is configured to feed back the growth result of the current planting.
其中,如图4所示:Among them, as shown in Figure 4:
分析单元412,用于将种植参数与本次种植的同种类植物的样本参数进行比较,分析并预测被选中植物各阶段的生长状态,具体包括:The analyzing unit 412 is configured to compare the planting parameters with the sample parameters of the same plant planted in the current plant, analyze and predict the growth state of each stage of the selected plant, and specifically includes:
查找单元4122,用于将本次种植的所种植参数与样本参数进行比较,找出与种植参数一致或最接近的样本参数;The searching unit 4122 is configured to compare the planting parameters of the planting with the sample parameters to find a sample parameter that is consistent with or closest to the planting parameter;
合成单元4124,用于调取不同属性的种植参数所对应的多个参数区间内的图片,将多个图片合成为输出图片。The synthesizing unit 4124 is configured to retrieve images in a plurality of parameter intervals corresponding to the planting parameters of different attributes, and synthesize the plurality of pictures into an output picture.
反馈单元414,用于反馈本次种植的生长结果,具体为:The feedback unit 414 is configured to feed back the growth result of the planting, specifically:
显示单元4142,用于显示输出图片,并显示本次种植的排名及对本次种植的生长建议,将本次种植的种植参数及输出图片存储至存储单元。The display unit 4142 is configured to display an output picture, and display the ranking of the planting and the growth proposal for the planting, and store the planting parameters and the output image of the planting to the storage unit.
在本发明的一个实施例中,优选地,存储单元402还用于存储多种类植物各阶段的种植方式,种植方式中包含案例与案例相对应的样本参数及图片;排名单元404,用于在选定种植方式后,对该种植方式中的案例的同属性样本参数进行排名,综合不同属性的样本参数的排名得到案例的排名;推送单元406,用于按照从优至劣的顺序,推送若干种案例以供用户端选择。In an embodiment of the present invention, preferably, the storage unit 402 is further configured to store a planting manner of each stage of a plurality of types of plants, wherein the planting method includes sample parameters and pictures corresponding to the case and the case; and the ranking unit 404 is configured to After the planting mode is selected, the same attribute sample parameters of the case in the planting mode are ranked, and the ranking of the sample parameters of the different attributes is integrated to obtain the case ranking; the pushing unit 406 is used to push several kinds according to the order from superior to inferior. The case is for the user to choose.
在该实施例中,存储单元402存储多种类植物各个阶段的种植方式,将每种种植方式与具体种植参数及图片对应起来作为样本,多种类植物包括农业类植物如大米、玉米、棉花等,还包括林业类植物如松树、杨树等。以大米为例,有的种植方式中采用超稀植的种植方式;有的种植方式中大米在温室中种植;有的种植方式中大米在山区种植;有的种植方式适合一季稻;有的种植方式适合两季稻,客户可以根据自己所属的地域及种植大米的种类、特殊 要求等实际情况,选择合适的种植方式。当用户选好种植方式后,排名单元404对存储在的不同的种植方式中的案例按照不同的属性对样本参数进行排名,然后综合不同属性的样本参数的排名得到该案例的排名,推送单元406按照从优至劣的顺序,推送若干种案例以供用户端选择,用户可以根据推送的排名靠前的几种案例或进行对植物各阶段的种植参数控制(例如:植物发芽阶段,用户需要控制光照、水、温度、氧气、施肥、打药等等决定植物生长状态的参数),最终得出不同种植参数下的生长结果,从而积累种植经验,避免了实际种植过程因经验不足,导致种植失败,浪费成本。In this embodiment, the storage unit 402 stores planting methods of various stages of various types of plants, and each planting method is matched with specific planting parameters and pictures as samples, and various types of plants include agricultural plants such as rice, corn, cotton, and the like. Also included are forestry plants such as pine and poplar. Take rice as an example, some planting methods use ultra-thin planting; in some planting methods, rice is planted in the greenhouse; in some planting methods, rice is planted in mountainous areas; some planting methods are suitable for one season rice; some planting The method is suitable for two seasons of rice, customers can be based on their own region and the type of rice planted, special Ask for the actual situation and choose the appropriate planting method. After the user selects the planting mode, the ranking unit 404 ranks the sample parameters according to different attributes for the cases stored in the different planting modes, and then integrates the ranking of the sample parameters of the different attributes to obtain the ranking of the case, and the pushing unit 406 According to the order from superior to inferior, several cases are pushed for the user to choose. The user can control the planting parameters according to the top cases of the push or the planting parameters of the plant stages (for example: the plant germination stage, the user needs to control the light , water, temperature, oxygen, fertilization, fight drugs and other parameters that determine the state of plant growth), and finally the results of growth under different planting parameters, thereby accumulating planting experience, avoiding the actual planting process due to lack of experience, resulting in planting failure, waste cost.
在本发明的一个实施例中,优选地,分区单元408,用于同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内还包括与其中的样本参数相对应的所述图片。In an embodiment of the present invention, preferably, the partitioning unit 408 divides the sample parameters for the same attribute from superior to poor into a plurality of parameter intervals, and the parameter interval further includes the picture corresponding to the sample parameters therein.
在该实施例中,分区单元408将属于同一属性的样本参数从优至劣划分为若干个参数区间,参数区间内包括与其中的样本参数相对应的图片,从而确保用户输入的种植参数都能找到相应的区间,进而根据所属的样本参数区间内的图片分析预测本次模拟种植的结果。In this embodiment, the partitioning unit 408 divides the sample parameters belonging to the same attribute from superior to poor into a plurality of parameter intervals, and the parameter interval includes a picture corresponding to the sample parameters therein, thereby ensuring that the planting parameters input by the user can be found. Corresponding intervals, and then based on the image analysis within the sample parameter interval to predict the results of this simulation planting.
在本发明的一个实施例中,优选地,查找单元4122,用于将本次种植的所种植参数与样本参数进行比较,找出与种植参数一致或最接近的样本参数;合成单元4124,用于调取不同属性的种植参数所对应的多个参数区间内的图片,将多个图片合成为输出图片。In an embodiment of the present invention, preferably, the searching unit 4122 is configured to compare the planting parameters of the current planting with the sample parameters to find a sample parameter that is consistent with or closest to the planting parameter; the synthesizing unit 4124, The images in multiple parameter intervals corresponding to the planting parameters of different attributes are retrieved, and multiple pictures are combined into an output picture.
在该实施例中,当用户输入种植参数时,查找单元4122将该种植参数与其同一属性的样本参数进行比较,在样本参数中找出与用户输入的种植参数一致或最近接的样本参数,从而确定用户输入的种植参数属于哪一个参数区间,合成单元4124调取该参数区间的图片进行合成并输出。当用户输入的种植参数与某一样本参数完全一致,直接输出与该样本参数一致的图片;当用户输入的种植参数在数据库中无法找到完全一致的样本参数,则根据与该种植参数最接近的样本参数所在的区间内的图片合成为预测的生长结果图片。参数区间设置的越多,预测出来的生长状态就越准确。因为要将种植参数与样本参数进行比较,可能数据库中没有和种植参数完全一致的样本参数,那么找到与种植参数最接近的样本参数的区间,综合区 间内稍好和稍次的参数及其对应的图片,也可以最大程度的保证预测的准确性,避免了因没有对应的样本参数所导致的预测偏差。In this embodiment, when the user inputs the planting parameter, the searching unit 4122 compares the planting parameter with the sample parameter of the same attribute, and finds the sample parameter in the sample parameter that is consistent with or closest to the planting parameter input by the user, thereby It is determined which parameter interval the planting parameter input by the user belongs to, and the synthesizing unit 4124 retrieves the picture of the parameter interval for synthesis and output. When the planting parameter input by the user is completely consistent with a certain sample parameter, the image corresponding to the sample parameter is directly output; when the planting parameter input by the user cannot find the completely consistent sample parameter in the database, according to the closest to the planting parameter The pictures in the interval in which the sample parameters are located are synthesized into a predicted growth result picture. The more the parameter interval is set, the more accurate the predicted growth state will be. Because the planting parameters are compared with the sample parameters, there may be no sample parameters in the database that are exactly the same as the planting parameters. Then find the interval of the sample parameters closest to the planting parameters. The slightly better and slightly shorter parameters and their corresponding pictures can also ensure the accuracy of the prediction to the greatest extent, and avoid the prediction bias caused by the lack of corresponding sample parameters.
在本发明的一个实施例中,优选地,反馈本次种植的生长结果,具体为:显示单元4142,用于显示输出图片,并显示本次种植的排名及对本次种植的生长建议,将本次种植的种植参数及输出图片存储至存储单元。In an embodiment of the present invention, preferably, the growth result of the current planting is fed back, specifically: a display unit 4142 for displaying an output picture, and displaying the ranking of the planting and the growth suggestion for the planting, The planting parameters and output images of this planting are stored in the storage unit.
在该实施例中,显示单元4142将本次种植的生长结果以图片的形式反馈给用户,显示的图片中包含本次种植的排名及对本次种植的生长建议,用户从中可以清晰的了解本次种植的生长结果在数据库中的已有数据的排名,还可以根据反馈的生长建议了解到相对于目前种植参数更加合理的种植方法,进而在后续的种植中调整种植方法和参数,为实际种植中的参数控制过程积累更多的经验。将本次种植的种植参数及输出图片存储为样本种植参数及其相对应的图片,增加了样本数量,丰富了样本空间,使得分析预测越来越准确。In this embodiment, the display unit 4142 feeds back the growth result of the planting to the user in the form of a picture, and the displayed picture includes the ranking of the planting and the growth suggestion for the planting, and the user can clearly understand the present. The growth results of the secondary planting are ranked in the existing data in the database. It is also possible to understand the planting methods that are more reasonable than the current planting parameters based on the feedback growth recommendations, and then adjust the planting methods and parameters in the subsequent planting for actual planting. The parameter control process in the process has accumulated more experience. The planting parameters and output pictures of this planting are stored as sample planting parameters and their corresponding pictures, which increases the sample size and enriches the sample space, making the analysis and prediction more and more accurate.
在本说明书的描述中,术语“一个实施例”、“一些实施例”、“具体实施例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或实例。而且,描述的具体特征、结构、材料或特点可以在任何的一个或多个实施例或示例中以合适的方式结合。In the description of the present specification, the description of the terms "one embodiment", "some embodiments", "specific embodiments" and the like means that the specific features, structures, materials, or characteristics described in connection with the embodiments or examples are included in the present invention. At least one embodiment or example. In the present specification, the schematic representation of the above terms does not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in a suitable manner in any one or more embodiments or examples.
以上所述仅为本发明的优选实施例而已,并不用于限制本发明,对于本领域的技术人员来说,本发明可以有各种更改和变化。凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。 The above description is only the preferred embodiment of the present invention, and is not intended to limit the present invention, and various modifications and changes can be made to the present invention. Any modifications, equivalent substitutions, improvements, etc. made within the spirit and scope of the present invention are intended to be included within the scope of the present invention.

Claims (10)

  1. 一种模拟植物种植的方法,其特征在于,所述方法包括:A method of simulating plant cultivation, characterized in that the method comprises:
    按照植物种类分类存储多种类植物的样本参数及与所述样本参数相对应的表现植物生长状态的图片;Storing sample parameters of various types of plants according to plant species and pictures showing plant growth status corresponding to the sample parameters;
    接收本次种植的植物种类及用于确定植物生长状态的种植参数,分析并预测本次种植的植物各阶段的生长状态;Receiving the plant species and the planting parameters used to determine the plant growth state, and analyzing and predicting the growth state of the plants at each stage of the planting;
    反馈本次种植的生长结果。Feedback on the growth results of this planting.
  2. 根据权利要求1所述的模拟植物种植的方法,其特征在于,还包括:The method of simulating plant cultivation according to claim 1, further comprising:
    存储多种类植物各阶段的种植方式,所述种植方式中包含案例与所述案例相对应的所述样本参数及所述图片;Storing a planting manner of each stage of a plurality of types of plants, wherein the planting method includes the sample parameters corresponding to the case and the picture;
    选定所述种植方式后,对该所述种植方式中的所述案例的同属性所述样本参数进行排名,综合不同属性的所述样本参数的排名得到所述案例的排名,按照从优至劣的顺序,推送若干种所述案例以供用户端选择。After selecting the planting mode, ranking the sample parameters of the same attribute of the case in the planting mode, and ranking the sample parameters of the different attributes to obtain the ranking of the case, according to the superior to the bad In the order of the push, several kinds of the cases are pushed for the user to select.
  3. 根据权利要求1或2所述的模拟植物种植的方法,其特征在于,还包括:The method of simulating plant cultivation according to claim 1 or 2, further comprising:
    对同一属性的所述样本参数从优至劣划分为若干个参数区间,所述参数区间内包括与其中的所述样本参数相对应的所述图片。The sample parameters for the same attribute are divided from optimal to poor into a number of parameter intervals, the picture interval including the picture corresponding to the sample parameters therein.
  4. 根据权利要求3所述的模拟植物种植的方法,其特征在于,分析并预测所述被选中植物各阶段的生长状态,具体为:The method for simulating plant cultivation according to claim 3, characterized in that the growth state of each stage of the selected plant is analyzed and predicted, specifically:
    将本次种植的所述种植参数与所述样本参数进行比较,找出与所述种植参数一致或最接近的所述样本参数;Comparing the planting parameters of the planting with the sample parameters to find the sample parameters that are consistent with or closest to the planting parameters;
    调取不同属性的种植参数所对应的多个所述参数区间内的所述图片,将所述多个图片合成为输出图片。And acquiring the pictures in the plurality of parameter intervals corresponding to the planting parameters of different attributes, and synthesizing the plurality of pictures into an output picture.
  5. 根据权利要求4所述的模拟植物种植的方法,其特征在于,反馈本次种植的生长结果,具体为:The method for simulating plant cultivation according to claim 4, wherein the growth result of the current planting is fed back, specifically:
    显示所述输出图片,并显示本次种植的排名及对本次种植的生长建议,将本次种植的所述种植参数及所述输出图片进行存储。The output picture is displayed, and the ranking of the planting and the growth suggestion for the planting are displayed, and the planting parameters and the output image of the planting are stored.
  6. 一种模拟植物种植的系统,其特征在于,所述系统包括: A system for simulating plant cultivation, characterized in that the system comprises:
    存储单元,用于按照植物种类分类存储多种类植物的样本参数及与所述样本参数相对应的表现植物生长状态的图片;a storage unit configured to store sample parameters of a plurality of types of plants according to plant species and a picture representing a state of plant growth corresponding to the sample parameters;
    接收单元,用于接收本次种植的植物种类及用于确定植物生长状态的种植参数;a receiving unit, configured to receive the plant species and the planting parameters for determining the growth state of the plant;
    分析单元,用于分析并预测所述被选中植物各阶段的生长状态;An analysis unit for analyzing and predicting a growth state of each stage of the selected plant;
    反馈单元,用于反馈本次种植的生长结果。A feedback unit for feeding back the growth results of the planting.
  7. 根据权利要求6所述的模拟植物种植的系统,其特征在于,还包括:The system for simulating plant cultivation according to claim 6, further comprising:
    所述存储单元还用于存储多种类植物各阶段的种植方式,所述种植方式中包含案例与所述案例相对应的所述样本参数及所述图片;The storage unit is further configured to store a planting manner of each stage of a plurality of types of plants, wherein the planting method includes the sample parameter corresponding to the case and the picture;
    排名单元,用于在选定所述种植方式后,对该所述种植方式中的所述案例的同属性所述样本参数进行排名,综合不同属性的所述样本参数的排名得到所述案例的排名;a ranking unit, configured to rank the sample parameters of the same attribute of the case in the planting mode after selecting the planting mode, and ranking the sample parameters of different attributes to obtain the case Ranking
    推送单元,用于按照从优至劣的顺序,推送若干种所述案例以供用户端选择。The pushing unit is configured to push a plurality of the cases in order from the best to the bad for the user to select.
  8. 根据权利要求6或7所述的模拟植物种植的系统,其特征在于,还包括:The system for simulating plant cultivation according to claim 6 or 7, further comprising:
    分区单元,用于对同一属性的所述样本参数从优至劣划分为若干个参数区间,所述参数区间内还包括与其中的所述样本参数相对应的所述图片。And a partitioning unit, configured to divide the sample parameter of the same attribute into a plurality of parameter intervals, wherein the parameter interval further includes the picture corresponding to the sample parameter.
  9. 根据权利要求8所述的模拟植物种植的系统,其特征在于,所述分析单元还包括:The system for simulating plant cultivation according to claim 8, wherein the analysis unit further comprises:
    查找单元,用于将本次种植的所述种植参数与所述样本参数进行比较,找出与所述种植参数一致或最接近的所述样本参数;a searching unit, configured to compare the planting parameter of the planting with the sample parameter, and find the sample parameter that is consistent with or closest to the planting parameter;
    合成单元,用于调取不同属性的种植参数所对应的多个所述参数区间内的所述图片,将所述多个图片合成为输出图片。And a synthesizing unit, configured to retrieve the pictures in the plurality of the parameter intervals corresponding to the planting parameters of different attributes, and synthesize the plurality of pictures into an output picture.
  10. 根据权利要求4所述的模拟植物种植的系统,其特征在于,反馈本次种植的生长结果,具体为:The system for simulating plant cultivation according to claim 4, wherein the growth result of the current planting is fed back, specifically:
    显示单元,用于显示所述输出图片,并显示本次种植的排名及对本次种植的生长建议,将本次种植的所述种植参数及所述输出图片存储至所述存储单元。 And a display unit, configured to display the output image, and display the ranking of the planting and the growth suggestion for the planting, and store the planting parameter and the output image of the planting to the storage unit.
PCT/CN2017/092545 2017-03-31 2017-07-11 Method and system for simulating plant cultivation WO2018176681A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN201710206897.7A CN107066563A (en) 2017-03-31 2017-03-31 The method and system of simulating plant plantation
CN201710206897.7 2017-03-31

Publications (1)

Publication Number Publication Date
WO2018176681A1 true WO2018176681A1 (en) 2018-10-04

Family

ID=59601432

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2017/092545 WO2018176681A1 (en) 2017-03-31 2017-07-11 Method and system for simulating plant cultivation

Country Status (2)

Country Link
CN (1) CN107066563A (en)
WO (1) WO2018176681A1 (en)

Families Citing this family (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN107844556A (en) * 2017-10-31 2018-03-27 深圳春沐源控股有限公司 Plant parameter setting method and plantation parameter setting apparatus
CN108108547A (en) * 2017-12-15 2018-06-01 内蒙古东胜神农化工有限责任公司 A kind of intelligence plantation simulation system
CN109521707A (en) * 2018-10-12 2019-03-26 广州绿桦环保科技有限公司 A kind of plant conservation system that actual situation combines
CN111135577B (en) * 2019-12-24 2021-02-19 口碑(上海)信息技术有限公司 Data processing method and device

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103890767A (en) * 2011-10-21 2014-06-25 先正达参股股份有限公司 Programmable plant system
US20150015697A1 (en) * 2013-03-07 2015-01-15 Blue River Technology, Inc. Method for automatic phenotype measurement and selection
CN104866970A (en) * 2015-05-26 2015-08-26 徐吉祥 Intelligent plantation management method and intelligent plantation equipment
JP2015188333A (en) * 2014-03-27 2015-11-02 株式会社日立製作所 Vegetation growth analyzing system and method
CN105959396A (en) * 2016-06-15 2016-09-21 北京华泰德丰技术有限公司 Agricultural information sending method, device and system
CN106105729A (en) * 2015-07-21 2016-11-16 深圳市芭田生态工程股份有限公司 A kind of quick, agricultural planting solution method for customizing of low cost and system thereof

Family Cites Families (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN106331127A (en) * 2016-08-30 2017-01-11 深圳前海弘稼科技有限公司 Planting equipment and management method, device and system thereof and server
CN106386120A (en) * 2016-09-05 2017-02-15 深圳市双赢伟业科技股份有限公司 Internet of agriculture based vertical planting method

Patent Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103890767A (en) * 2011-10-21 2014-06-25 先正达参股股份有限公司 Programmable plant system
US20150015697A1 (en) * 2013-03-07 2015-01-15 Blue River Technology, Inc. Method for automatic phenotype measurement and selection
JP2015188333A (en) * 2014-03-27 2015-11-02 株式会社日立製作所 Vegetation growth analyzing system and method
CN104866970A (en) * 2015-05-26 2015-08-26 徐吉祥 Intelligent plantation management method and intelligent plantation equipment
CN106105729A (en) * 2015-07-21 2016-11-16 深圳市芭田生态工程股份有限公司 A kind of quick, agricultural planting solution method for customizing of low cost and system thereof
CN105959396A (en) * 2016-06-15 2016-09-21 北京华泰德丰技术有限公司 Agricultural information sending method, device and system

Also Published As

Publication number Publication date
CN107066563A (en) 2017-08-18

Similar Documents

Publication Publication Date Title
Grossman et al. Synthesis and future research directions linking tree diversity to growth, survival, and damage in a global network of tree diversity experiments
Jones et al. Toward a new generation of agricultural system data, models, and knowledge products: State of agricultural systems science
Ricci et al. Local pesticide use intensity conditions landscape effects on biological pest control
Mallinger et al. Diverse landscapes have a higher abundance and species richness of spring wild bees by providing complementary floral resources over bees’ foraging periods
Evers et al. Understanding and optimizing species mixtures using functional–structural plant modelling
WO2018176681A1 (en) Method and system for simulating plant cultivation
EP2871609B1 (en) Device and method for supporting farm works, program, recording medium and system for supporting farm works
Jeuffroy et al. Integrated physiological and agronomic modelling of N capture and use within the plant
Pequeno et al. Simulating forage production of Marandu palisade grass (Brachiaria brizantha) with the CROPGRO-Perennial Forage model
Gregory et al. Managed production systems
CN113657751A (en) Wisdom agricultural is produced and is melted comprehensive service platform
KR20160040672A (en) Cultivation assistance device, cultivation assistance method, and recording medium for storing program
Rosvall et al. Using Norway spruce clones in Swedish forestry: implications of clones for management
Hentschel et al. Importance of ecological variables in explaining population dynamics of three important pine pest insects
Peltonen-Sainio et al. Pre-crop values from satellite images for various previous and subsequent crop combinations
US10064347B2 (en) Plant cultivation system, and plant cultivation unit
Sponsler et al. Pollinator competition and the structure of floral resources
US20240087056A1 (en) Method for assisting user in caring for plant, computer system and storage medium
Fitch Urbanization-mediated context dependence in the effect of floral neighborhood on pollinator visitation
Lundin et al. Historical change and drivers of insect pest abundances in red clover seed production
Lamour et al. Spatial analysis and mapping of banana crop properties: issues of the asynchronicity of the banana production and proposition of a statistical method to take it into account
CN113010529A (en) Crop management method and device based on knowledge graph
Timberlake Mind the gap: the importance of flowering phenology in pollinator conservation
Carturan et al. Bumble bee pollination and the wildflower/crop trade-off: When do wildflower enhancements improve crop yield?
Wirth et al. Do details matter? Disentangling the processes related to plant species interactions in two grassland models of different complexity

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 17904215

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

32PN Ep: public notification in the ep bulletin as address of the adressee cannot be established

Free format text: NOTING OF LOSS OF RIGHTS PURSUANT TO RULE 112(1) EPC (EPO FORM 1205 DATED 31/01/2020)

122 Ep: pct application non-entry in european phase

Ref document number: 17904215

Country of ref document: EP

Kind code of ref document: A1