CN115494200A - Water area ecological environment detection system - Google Patents

Water area ecological environment detection system Download PDF

Info

Publication number
CN115494200A
CN115494200A CN202210960016.1A CN202210960016A CN115494200A CN 115494200 A CN115494200 A CN 115494200A CN 202210960016 A CN202210960016 A CN 202210960016A CN 115494200 A CN115494200 A CN 115494200A
Authority
CN
China
Prior art keywords
water
data
ecological environment
water area
control terminal
Prior art date
Legal status (The legal status 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 status listed.)
Pending
Application number
CN202210960016.1A
Other languages
Chinese (zh)
Inventor
罗晓
国洁
吕鹏翼
周石磊
马小龙
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hebei University of Science and Technology
Original Assignee
Hebei University of Science and Technology
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 Hebei University of Science and Technology filed Critical Hebei University of Science and Technology
Priority to CN202210960016.1A priority Critical patent/CN115494200A/en
Publication of CN115494200A publication Critical patent/CN115494200A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/18Water
    • G01N33/1886Water using probes, e.g. submersible probes, buoys
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01DMEASURING NOT SPECIALLY ADAPTED FOR A SPECIFIC VARIABLE; ARRANGEMENTS FOR MEASURING TWO OR MORE VARIABLES NOT COVERED IN A SINGLE OTHER SUBCLASS; TARIFF METERING APPARATUS; MEASURING OR TESTING NOT OTHERWISE PROVIDED FOR
    • G01D21/00Measuring or testing not otherwise provided for
    • G01D21/02Measuring two or more variables by means not covered by a single other subclass

Landscapes

  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Health & Medical Sciences (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Chemical & Material Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Food Science & Technology (AREA)
  • Medicinal Chemistry (AREA)
  • Analytical Chemistry (AREA)
  • Biochemistry (AREA)
  • General Health & Medical Sciences (AREA)
  • Immunology (AREA)
  • Pathology (AREA)
  • Testing Or Calibration Of Command Recording Devices (AREA)

Abstract

The invention belongs to the technical field of a water area ecological environment detection system, and discloses a water area ecological environment detection system.A plurality of water quality sensors are adopted as acquisition devices, are distributed in a dotted manner at the same distance from a water bank along the water area environment, and fully cover a water area to be measured; the data identification processing device is linearly distributed along a water area, namely along the river flow direction, and a plurality of (two or more) acquisition devices collect data into the same data identification processing device; the data identification processing device is connected with the data storage device in a linear mode and sends the data storage device to the control terminal. The water quality sensor is provided with a biological detection probe, a water quality detection probe and a water area detection probe. The data identification processing devices are respectively connected with the control terminal through signals, and the data identification processing devices are respectively arranged at the upstream, the midstream and the downstream of the watershed water ecological environment. The water area is internally provided with the data identification processing device, so that the water quality in the water area can be detected in real time, and the monitoring efficiency is improved.

Description

Water area ecological environment detection system
Technical Field
The invention belongs to the technical field of a water area ecological environment detection system, and particularly relates to a water area ecological environment detection system.
Background
The ecological environment detection technology can help people to master various information of various activities on the ecological environment, analyze the mutual relation among ecological damage, natural disasters, species survival and the like, and then take corresponding measures to protect the ecological environment. In the existing detection technology, general environmental data collection is detected by manually holding a measuring instrument on the spot and sampling detection is carried out by setting a fixed detection point, the collected data does not have integrity, the environment cannot be well detected, meanwhile, automatic detection and data updating cannot be well realized, and a large amount of labor and time are needed.
Through the above analysis, the problems and defects of the prior art are as follows: the existing detection device surveys through manual when detecting, and the data timeliness nature of the data of gathering can be poor because of the ecological change in waters.
Disclosure of Invention
Aiming at the problems in the prior art, the invention provides a water area ecological environment detection system.
The invention is realized in this way, a water area ecological environment detection system is provided with:
the system comprises an acquisition device, a data identification processing device and a control terminal;
the water area environment measuring device comprises a water collecting device, a water sensor and a plurality of water quality sensors, wherein the water collecting device is a water quality sensor, the water quality sensors are distributed in a dotted manner at the same distance from a water bank along the water area environment, and the water area to be measured is covered comprehensively;
the data identification processing devices are linearly distributed along a water area, namely distributed along the flow direction of a river, and data of a plurality of (two or more) acquisition devices are concentrated into the same data identification processing device;
the data identification processing device is connected with the data storage device in a linear mode and sends the data storage device to the control terminal.
Further, the water quality sensor is provided with a biological detection probe, a water quality detection probe and a water area detection probe, and the water area detection probe is used for acquiring habitat indexes including water depth, water surface area and shore zone vegetation data;
the water quality detection probe also detects physical and chemical indexes including water temperature, dissolved oxygen, ammonia nitrogen, total phosphorus, total nitrogen, total organic carbon, permanganate index and biochemical oxygen demand water quality indexes;
the biological detection probe is used for detecting biological indexes including fish, aquatic plants, phytoplankton and zooplankton.
Further, the data identification processing devices are respectively connected with the control terminal through signals, and the data identification processing devices are respectively arranged at the upstream, the midstream and the downstream of the watershed water ecological environment.
Further, data identification processing apparatus divide into water environment parameter acquisition device and includes showy formula water quality monitoring station and data acquisition terminal, showy formula water quality monitoring station floats to set up in detecting the waters and fixed through the rope, it includes flotation pontoon and pole setting to float formula water quality monitoring station, the bottom at the flotation pontoon is fixed to the pole setting, fixed cover is equipped with the mounting panel in the pole setting, install the sensor on the mounting panel.
Furthermore, a data acquisition module is further arranged in the watershed water ecological environment, the data acquisition module comprises a water quality analysis unit, a river monitoring unit and a biological acquisition unit, and the main controller is in signal connection with the data acquisition module through a wireless communication module.
Furthermore, the biological acquisition unit has a plurality ofly, a plurality of biological acquisition units evenly distributed are in the territory of the upper reaches of territory water ecological environment, midstream and low reaches, biological acquisition unit includes the floating platform, anchor assembly, camera and ultrasonic detection instrument under water, the floating platform is fixed through anchor assembly and floats on the surface of water, camera and ultrasonic detection instrument under water all set up in the lower surface of floating platform and are located the surface of water below, camera and ultrasonic detection instrument under water all articulate with the floating platform, camera and ultrasonic detection instrument under water all with main control unit signal connection.
Further, the control terminal is divided into a PC control terminal and a mobile phone control terminal, the PC control terminal comprises a computer body, communication equipment, an audible and visual alarm and display equipment, the input end of the PC control terminal is electrically connected with the output end of the data output module, and the output end of the PC control terminal is connected with the input end of the data acquisition terminal through the communication equipment in a network mode.
Further, install control APP in the cell-phone control terminal, cell-phone control terminal's input and data output module's output end network connection, cell-phone control terminal's output and data acquisition terminal's input end network connection.
Further, the monitoring method of the water area ecological environment detection system comprises the following steps:
the method comprises the following steps: establishing a comparison database, inputting the health standard parameter range of the watershed water ecological environment into a computer storage unit according to the current standard of the water area ecology to form the comparison database, and prestoring the comparison database in a general control computer;
step two: the data acquired by the data acquisition module is sent to the main controller through the wireless communication module, and the main controller is sent to the general control computer through the industrial personal computer;
step three: a worker regularly collects a water flow sample and puts the water flow sample into a sample collecting vessel, the sample is measured through a microorganism detector, then the detected microorganism type and content data are stored in a storage unit, and the data of the storage unit are sent to a master control computer through the master control computer;
step four: after the data identification processing device sends the acquired data to the control terminal, the general control of the control terminal compares the acquired data with the comparison database for analysis, an analysis report is given out and displayed on the general control computer, and a supervisor gives out a treatment scheme according to the analysis report.
By combining the technical scheme and the technical problem to be solved, the technical scheme to be protected by the invention has the following advantages and positive effects:
first, aiming at the technical problems existing in the prior art and the difficulty in solving the problems, the technical problems to be solved by the technical scheme of the present invention are closely combined with results, data and the like in the research and development process, and some creative technical effects are brought after the problems are solved. The specific description is as follows:
the water area ecological environment detection system provided by the embodiment of the invention is provided with a plurality of acquisition devices which are distributed in a dotted manner along the same distance from a water bank in the water area environment; the data identification processing devices are linearly distributed along the water area, and data of the plurality of acquisition devices are concentrated into the same data identification processing device; the three-level information detection and transmission solves the problem of complex monitoring of the water area environment, and the water quality in the water area can be detected in real time by arranging the data identification processing device in the water area, so that the monitoring efficiency is improved.
According to the embodiment of the invention, the control terminal is divided into the PC control terminal and the mobile phone control terminal, and the intelligent terminal can be used for inquiring various data in the water area environment in real time, so that the timeliness of the data is ensured.
Secondly, considering the technical scheme as a whole or from the perspective of products, the technical effect and advantages of the technical scheme to be protected by the invention are specifically described as follows:
the water area ecological environment detection system provided by the embodiment of the invention has a simple structure and can carry out timeliness detection.
Drawings
FIG. 1 is a schematic structural diagram of a water ecological environment detection system provided by an embodiment of the invention;
FIG. 2 is a schematic structural diagram of a biological collection unit provided in an embodiment of the present invention;
FIG. 3 is a flow chart of a method for monitoring the detection of the ecological environment of a water area according to an embodiment of the present invention;
in the figure: 1. water area environment; 2. an area; 3. a collection device; 4. a data recognition processing device; 5. a control terminal; 6. a floating platform; 7. an anchoring member; 8. an ultrasonic detector; 9. an underwater camera.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, the present invention is further described in detail with reference to the following embodiments. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
1. Illustrative embodiments are explained. This section is an illustrative example developed to explain the claims in order to enable those skilled in the art to fully understand how to implement the present invention.
The embodiment of the invention provides a water area ecological environment detection system, which is provided with: the system comprises a water area environment, an area, an acquisition device, a data recognition processing device, a control terminal, a floating platform, an anchoring part, an ultrasonic detector and an underwater camera.
The system comprises an acquisition device, a data identification processing device and a control terminal;
the water collecting device is a water quality sensor, a plurality of water quality sensors are arranged and distributed in a dotted manner at the same distance from the water bank along the environment of the water area, and the water area to be measured is comprehensively covered;
the data identification processing device is linearly distributed along a water area, namely along the river flow direction, and a plurality of (two or more) acquisition devices collect data into the same data identification processing device;
the data identification processing device is connected with the data storage device in a linear mode and sends the data storage device to the control terminal.
The water quality sensor is provided with a biological detection probe, a water quality detection probe and a water area detection probe, and the water area detection probe acquires habitat indexes including water depth, water surface area and shore zone vegetation data;
the water quality detection probe also detects physical and chemical indexes including water temperature, dissolved oxygen, ammonia nitrogen, total phosphorus, total nitrogen, total organic carbon, permanganate index and biochemical oxygen demand water quality indexes;
the biological detection probe is used for detecting biological indexes including fish, aquatic plants, phytoplankton and zooplankton.
The plurality of data identification processing devices are respectively connected with the control terminal through signals, and are respectively arranged at the upstream, the midstream and the downstream of the watershed water ecological environment.
The data identification processing device is divided into a water environment parameter acquisition device and comprises a floating water quality monitoring station and a data acquisition terminal, the floating water quality monitoring station floats to be arranged in a detection water area and is fixed through a rope, the floating water quality monitoring station comprises a floating barrel and a vertical rod, the vertical rod is fixed at the bottom of the floating barrel, a mounting plate is fixedly sleeved on the vertical rod, and a sensor is installed on the mounting plate.
Still be provided with the data acquisition module in the basin aquatic ecological environment, the data acquisition module includes water quality analysis unit, river monitoring unit and biological acquisition unit, and main control unit passes through wireless communication module and data acquisition module signal connection.
The biological acquisition units are multiple, the biological acquisition units are uniformly distributed in the water areas of the upstream, the midstream and the downstream of a water ecological environment of a flow area, each biological acquisition unit comprises a floating platform, an anchoring part, an underwater camera and an ultrasonic detector, the floating platforms are fixedly floated on the water surface through the anchoring parts, the underwater cameras and the ultrasonic detectors are arranged on the lower surface of the floating platforms and are located below the water surface, the underwater cameras and the ultrasonic detectors are hinged to the floating platforms, and the underwater cameras and the ultrasonic detectors are in signal connection with a main controller.
Control terminal divide into PC control terminal and cell-phone control terminal, and PC control terminal includes computer body, communications facilities, audible-visual annunciator and display device, PC control terminal's input and data output module's output electric connection, and PC control terminal's output passes through the input internet access at communications facilities and data acquisition terminal.
A control APP is installed in the mobile phone control terminal, the input end of the mobile phone control terminal is connected with the output end of the data output module through a network, and the output end of the mobile phone control terminal is connected with the input end of the data acquisition terminal through a network.
A method for monitoring a water area ecological environment detection system is based on the watershed water ecological environment monitoring system and comprises the following steps:
the method comprises the following steps: establishing a comparison database, inputting the health standard parameter range of the watershed water ecological environment into a computer storage unit according to the current standard of the water area ecology to form the comparison database, and prestoring the comparison database in a general control computer;
step two: the data acquired by the data acquisition module is sent to the main controller through the wireless communication module, and the main controller is sent to the general control computer through the industrial personal computer;
step three: a worker regularly collects a water flow sample and puts the water flow sample into a sample collecting vessel, the sample is measured through a microorganism detector, then the detected microorganism type and content data are stored in a storage unit, and the data of the storage unit are sent to a master control computer through the master control computer;
step four: after the data identification processing device sends the acquired data to the control terminal, the general control of the control terminal compares the acquired data with the comparison database for analysis, an analysis report is given out and displayed on the general control computer, and a supervisor gives out a treatment scheme according to the analysis report.
When the water area ecological environment detection system is used, the embodiment of the invention
2. Application examples. In order to prove the creativity and the technical value of the technical scheme of the invention, the part is the application example of the technical scheme of the claims on specific products or related technologies.
The embodiment of the invention provides a water area ecological environment detection system which is applied to real-time detection of water area ecological environment.
It should be noted that embodiments of the present invention can be realized in hardware, software, or a combination of software and hardware. The hardware portion may be implemented using dedicated logic; the software portions may be stored in a memory and executed by a suitable instruction execution system, such as a microprocessor or specially designed hardware. Those skilled in the art will appreciate that the apparatus and methods described above may be implemented using computer executable instructions and/or embodied in processor control code, such code being provided on a carrier medium such as a disk, CD-or DVD-ROM, programmable memory such as read only memory (firmware), or a data carrier such as an optical or electronic signal carrier, for example. The apparatus and its modules of the present invention may be implemented by hardware circuits such as very large scale integrated circuits or gate arrays, semiconductors such as logic chips, transistors, or programmable hardware devices such as field programmable gate arrays, programmable logic devices, etc., or by software executed by various types of processors, or by a combination of hardware circuits and software, e.g., firmware.
The above description is only for the purpose of illustrating the present invention and the appended claims are not to be construed as limiting the scope of the invention, which is intended to cover all modifications, equivalents and improvements that are within the spirit and scope of the invention as defined by the appended claims.

Claims (10)

1. The utility model provides a waters ecological environment detecting system which characterized in that, waters ecological environment detecting system is provided with:
the system comprises an acquisition device, a data identification processing device and a control terminal;
the water collecting device is a water quality sensor, a plurality of water quality sensors are arranged and distributed in a dotted manner at the same distance from the water bank along the environment of the water area, and the water area to be measured is covered comprehensively;
the data identification processing device is linearly distributed along a water area, namely along a river flow direction, and a plurality of (two or more) acquisition devices are integrated into the same data identification processing device;
the data identification processing device is connected with the data storage device in a linear mode and sends the data storage device to the control terminal.
2. The water ecological environment detection system of claim 1, wherein the water quality sensor is provided with a biological detection probe, a water quality detection probe and a water detection probe, and the water detection probe collects habitat indexes including water depth, water surface area and shore zone vegetation data;
the water quality detection probe also detects physical and chemical indexes including water temperature, dissolved oxygen, ammonia nitrogen, total phosphorus, total nitrogen, total organic carbon, permanganate index and biochemical oxygen demand water quality indexes;
the biological detection probe is used for detecting biological indexes including fish, aquatic plants, phytoplankton and zooplankton.
3. The system for detecting ecological environment of water area as claimed in claim 1, wherein said data identification processing devices are respectively connected with control terminal by signal, and a plurality of data identification processing devices are respectively set up at upstream, midstream and downstream of the water ecological environment of water area.
4. The system for detecting the ecological environment in a water area as claimed in claim 3, wherein the data identification processing device is divided into a water environment parameter collecting device including a floating water quality monitoring station and a data collecting terminal, the floating water quality monitoring station is arranged in the detected water area in a floating manner and fixed by a rope, the floating water quality monitoring station includes a floating barrel and a vertical rod, the vertical rod is fixed at the bottom of the floating barrel, a mounting plate is fixedly sleeved on the vertical rod, and a sensor is mounted on the mounting plate.
5. The system for detecting the aquatic ecological environment of claim 3, wherein a data acquisition module is further disposed in the aquatic ecological environment of the watershed, the data acquisition module comprises a water quality analysis unit, a river monitoring unit and a biological acquisition unit, and the main controller is in signal connection with the data acquisition module through the wireless communication module.
6. The system for detecting the ecological environment of a water area as claimed in claim 5, wherein a plurality of biological acquisition units are provided, the biological acquisition units are uniformly distributed in the water area at the upstream, the middle stream and the downstream of the water ecological environment of the water area, each biological acquisition unit comprises a floating platform, an anchoring part, an underwater camera and an ultrasonic detector, the floating platform is fixedly floated on the water surface through the anchoring part, the underwater camera and the ultrasonic detector are both arranged on the lower surface of the floating platform and are positioned below the water surface, the underwater camera and the ultrasonic detector are both hinged with the floating platform, and the underwater camera and the ultrasonic detector are both in signal connection with the main controller.
7. The system for detecting the ecological environment in the water area as claimed in claim 1, wherein the control terminal is divided into a PC control terminal and a mobile phone control terminal, the PC control terminal comprises a computer body, a communication device, an audible and visual alarm and a display device, the input end of the PC control terminal is electrically connected with the output end of the data output module, and the output end of the PC control terminal is connected with the input end of the data acquisition terminal through the communication device.
8. The system for detecting the ecological environment of a water area as claimed in claim 7, wherein a control APP is installed in the mobile phone control terminal, the input end of the mobile phone control terminal is connected with the output end of the data output module through a network, and the output end of the mobile phone control terminal is connected with the input end of the data acquisition terminal through a network.
9. A method for testing a water ecological environment detection system for implementing the water ecological environment detection system according to any one of claims 1 to 8, the method comprising:
the method comprises the following steps: establishing a comparison database, inputting the health standard parameter range of the watershed water ecological environment into a computer storage unit according to the current standard of the water area ecology to form the comparison database, and pre-storing the comparison database in a general control computer;
step two: the data acquired by the data acquisition module is sent to the main controller through the wireless communication module, and the main controller is sent to the general control computer through the industrial personal computer;
step three: a worker periodically collects a water flow sample and puts the water flow sample into a sample collecting vessel;
step four: after the data identification processing device sends the acquired data to the control terminal, the general control of the control terminal compares the acquired data with the comparison database for analysis, an analysis report is given out and displayed on the general control computer, and a supervisor gives out a treatment scheme according to the analysis report.
10. The system for detecting the ecological environment in a water area as claimed in claim 9, wherein the sample collecting vessel is used for detecting the sample by a microorganism detector, then the detected types and contents of microorganisms are stored in the storage unit, and the data in the storage unit is transmitted to the general control computer by the industrial computer.
CN202210960016.1A 2022-08-11 2022-08-11 Water area ecological environment detection system Pending CN115494200A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202210960016.1A CN115494200A (en) 2022-08-11 2022-08-11 Water area ecological environment detection system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202210960016.1A CN115494200A (en) 2022-08-11 2022-08-11 Water area ecological environment detection system

Publications (1)

Publication Number Publication Date
CN115494200A true CN115494200A (en) 2022-12-20

Family

ID=84465630

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202210960016.1A Pending CN115494200A (en) 2022-08-11 2022-08-11 Water area ecological environment detection system

Country Status (1)

Country Link
CN (1) CN115494200A (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112394695A (en) * 2020-11-17 2021-02-23 北控水务建设发展有限公司 Drainage basin water ecological environment monitoring system
CN113419040A (en) * 2021-06-30 2021-09-21 浙江始祖鸟环境工程有限公司 Water quality monitoring device for river channel environment management
CN113447628A (en) * 2020-04-14 2021-09-28 马北琳 Water environment detection system
CN113960275A (en) * 2021-10-25 2022-01-21 西北师范大学 Drainage basin water ecological environment monitoring system
CN114217032A (en) * 2021-11-15 2022-03-22 江苏蓝天环境检测技术有限公司 Water quality environment detection method and system

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN113447628A (en) * 2020-04-14 2021-09-28 马北琳 Water environment detection system
CN112394695A (en) * 2020-11-17 2021-02-23 北控水务建设发展有限公司 Drainage basin water ecological environment monitoring system
CN113419040A (en) * 2021-06-30 2021-09-21 浙江始祖鸟环境工程有限公司 Water quality monitoring device for river channel environment management
CN113960275A (en) * 2021-10-25 2022-01-21 西北师范大学 Drainage basin water ecological environment monitoring system
CN114217032A (en) * 2021-11-15 2022-03-22 江苏蓝天环境检测技术有限公司 Water quality environment detection method and system

Similar Documents

Publication Publication Date Title
CN110376343B (en) Method and device for accurately diagnosing pollution source and electronic device
CN102944265A (en) Monitoring ship
CN114650512A (en) Intelligent city ecological environment monitoring system based on digital twins
CN102879038A (en) Multi-parameter online monitoring system for water environments
CN107748228A (en) A kind of emergency commading system for responding early-warning and predicting
Sukenik et al. The monitoring program
CN107621841A (en) Large-scale waters monitoring cultivation water quality on-line control system
CN109297763A (en) Water pollutant sampling monitoring system and control method
CN202885870U (en) Monitoring boat
CN112394695A (en) Drainage basin water ecological environment monitoring system
CN109001408A (en) A kind of water quality monitoring method
CN204287166U (en) A kind of water quality monitoring system based on zigbee application
CN100411510C (en) Automatic on-line monitoring device for external factor of cage culture
CN109507382A (en) ECOLOGICAL ENVIRONMENTAL MONITORING early warning system and monitoring and pre-alarming method
CN115494200A (en) Water area ecological environment detection system
CN117825645A (en) Intelligent treatment method and device for natural water
Jiang et al. Enhancing the observing capacity for the surface ocean by the use of Volunteer Observing Ship
CN203838104U (en) Improved structure of dissolved oxygen detection device
KR102592931B1 (en) Water quality monitoring system based on gis using iot water quility sensor device and method thereof
CN111272950B (en) Intelligent pollutant tracking system
CN205426229U (en) Ocean engineering marine environmental monitoring system
CN115508528A (en) River and lake water quality-hydrodynamics online intelligent monitoring system and method
Mokua et al. A Raw Water Quality Monitoring System using Wireless Sensor Networks
CN1566958A (en) Multiple parameter water quality monitoring method and apparatus
Chang et al. Machine Learning Approach to IoT-Based Water Quality Monitoring

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination