CN109146995A - A kind of typhoon distribution drawing drawing method and system - Google Patents

A kind of typhoon distribution drawing drawing method and system Download PDF

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Publication number
CN109146995A
CN109146995A CN201810913403.3A CN201810913403A CN109146995A CN 109146995 A CN109146995 A CN 109146995A CN 201810913403 A CN201810913403 A CN 201810913403A CN 109146995 A CN109146995 A CN 109146995A
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China
Prior art keywords
typhoon
location information
geographical location
grid
region
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CN201810913403.3A
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Chinese (zh)
Inventor
宋跃文
肖红
郑皓
黎宙
李秋华
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Changsha Research Institute of Mining and Metallurgy Co Ltd
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Changsha Research Institute of Mining and Metallurgy Co Ltd
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Priority to CN201810913403.3A priority Critical patent/CN109146995A/en
Publication of CN109146995A publication Critical patent/CN109146995A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06TIMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T11/002D [Two Dimensional] image generation
    • G06T11/20Drawing from basic elements, e.g. lines or circles
    • G06T11/206Drawing of charts or graphs

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Information Retrieval, Db Structures And Fs Structures Therefor (AREA)

Abstract

The present invention relates to deep-sea mining operating environment analysis field, a kind of typhoon distribution drawing drawing method and system are disclosed, to realize that the typhoon distribution map to specific region in sea area is drawn, simple to operation, implementation cost is low;Method S1 of the invention: selecting typhoon region to be analyzed, obtains the geographical location information in typhoon region to be analyzed, and is converted into region picture;Region picture is subjected to grid dividing, then all grids are screened, all grids comprising typhoon region is obtained, analyzes the geographical location information of all grids;History typhoon track message file is read, and historical path message file is parsed, obtains history typhoon track geographical location information;History typhoon track geographical location information is matched with the geographical location information of grid, and the typhoon quantity in each grid is calculated according to matching result, is then drawn according to how many pairs of grids of typhoon quantity.

Description

A kind of typhoon distribution drawing drawing method and system
Technical field
The present invention relates to deep-sea mining operating environment analysis fields more particularly to a kind of typhoon to be distributed drawing drawing method and be System.
Background technique
Ocean engineering belongs to the field of high investment, high risk, and in numerous hazard factors, ocean extreme weather is to influence most It is serious one, especially for the ocean project for relying on ocean platform and operation ship.Including South China Sea, sea of Japan etc. is more The northwest Pacific in a sea area is typhoon district occurred frequently, in history because the perils of the sea of the extreme weathers such as typhoon generation and accident disregard it Number.Current each institute, enterprise can refer to the typhoon historical statistical data in sea area before implementing ocean engineering, avoid typhoon High-incidence season, if the typhoon at the South Sea high-incidence season is November in June-.But disclosed Typhoon Activity rule is usually to carry out to entire sea area Statistics, accurate reference can not be provided for the ocean engineering project of sea area specific region, it is even more impossible to provide the platform in entire sea area Wind is distributed details, this is a pole to needing to carry out sea trial but the powerless mechanism for buying accurate Typhoon Information and company It is big to hinder.
Summary of the invention
It is an object of that present invention to provide a kind of typhoon distribution drawing drawing method and systems, to realize to specific region in sea area Typhoon distribution map draw, simple to operation, implementation cost is low.
To achieve the above object, the present invention provides a kind of typhoons to be distributed drawing drawing method, comprising the following steps:
S1: selecting typhoon region to be analyzed, obtains the geographical location information in the typhoon region to be analyzed, and is converted into area Domain picture;
S2: the region picture is subjected to grid dividing, then all grids are screened, is obtained comprising typhoon region All grids, analyze the geographical location information of all grids;
S3: history typhoon track message file is read, and the historical path message file is parsed, obtains history Typhoon track geographical location information;
S4: the history typhoon track geographical location information is matched with the geographical location information of the grid, and The typhoon quantity in each grid is calculated according to matching result, is then drawn according to how many pairs of grids of typhoon quantity.
Preferably, in the S2, described pair of all grids are screened specifically: will not include the grid view in typhoon region For extra grid, all extra grids are removed.
Preferably, in the S2, after all grids obtained comprising typhoon region, it is each for further comprising the steps of: A grid distributes a unique corresponding mark.
Preferably, the S4 specifically includes the following steps:
S41: obtain that the history typhoon starts the information in year, typhoon terminates the information in year and opens in the typhoon Begin year and the typhoon terminate year between typhoon geographical location information, obtain typhoon geographical location information collection;
S42: being initialized as zero for the typhoon quantity in each grid, the typhoon geographical location information is concentrated each A typhoon geographical location information is successively matched with the geographical location information of grid according to chronological order, if being consistent, Think that the typhoon number occurred in the grid adds one, until each of described typhoon geographical location information collection typhoon geographical location Information matches finish;
S43: traversing the typhoon quantity in each grid, characterizes quantity with gray value size, draws region to be analyzed Typhoon be distributed grayscale image.
Preferably, in the S1, typhoon region to be analyzed is selected using google earth tool.
As a general technical idea, the present invention also provides a kind of typhoon distribution map drawing systems, comprising:
First unit: for obtaining the geographical location information in typhoon region to be analyzed, and it is converted into region picture;
Second unit: for the region picture to be carried out grid dividing, then all grids is screened, are wrapped All grids in the region containing typhoon, analyze the geographical location information of all grids;
Third unit: it is solved for reading history typhoon track message file, and to the historical path message file Analysis, obtains history typhoon track geographical location information;
Unit the 4th: for by the geographical location information of the history typhoon track geographical location information and the grid into Row matching, and calculates the typhoon quantity in each grid according to matching result, then according to how many pairs of grids of typhoon quantity into Row is drawn.
Preferably, in the second unit, described pair of all grids are screened specifically: will not include typhoon region Grid is considered as extra grid, removes all extra grids.
Preferably, it in the second unit, after all grids obtained comprising typhoon region, further comprises the steps of: A unique corresponding mark is distributed for each grid.
Preferably, Unit the 4th includes the first module, the second module and third module, and first module is used for Obtain that the history typhoon starts the information in year, typhoon terminates the information in year and starts year and described in the typhoon Wind terminate year between typhoon geographical location information, obtain typhoon geographical location information collection;
Second module is used to the typhoon quantity in each grid being initialized as zero, and the typhoon geographical location is believed Breath collection each of typhoon geographical location information according to chronological order successively with the geographical location information of grid carry out Match, if being consistent, then it is assumed that the typhoon number occurred in the grid adds one, until each of described typhoon geographical location information collection Typhoon geographical location information is all matched and is finished;
The third module is used to traverse the typhoon quantity in each grid, characterizes quantity with gray value size, draws Make the typhoon distribution grayscale image in region to be analyzed.
Preferably, in the first unit, typhoon region to be analyzed is selected using google earth tool.
The invention has the following advantages:
The present invention provides a kind of typhoon distribution drawing drawing method and system, selectes typhoon region to be analyzed, obtain it is described to The geographical location information in analyzed vortex region, and it is converted into region picture;The region picture is subjected to grid dividing, it is then right All grids are screened, and are obtained all grids comprising typhoon region, are analyzed the geographical location information of all grids;It reads History typhoon track message file, and the historical path message file is parsed, obtain history typhoon track geography position Confidence breath;The history typhoon track geographical location information is matched with the geographical location information of the grid, and according to Matching result calculates the typhoon quantity in each grid, is then drawn according to how many pairs of grids of typhoon quantity;It is able to achieve The typhoon distribution map of specific region in sea area is drawn, simple to operation, implementation cost is low, is further scientific research institutions and enterprise Convenient and economic typhoon means of numerical analysis is provided.
Below with reference to accompanying drawings, the present invention is described in further detail.
Detailed description of the invention
The attached drawing constituted part of this application is used to provide further understanding of the present invention, schematic reality of the invention It applies example and its explanation is used to explain the present invention, do not constitute improper limitations of the present invention.In the accompanying drawings:
Fig. 1 is the typhoon distribution drawing drawing method flow chart of the preferred embodiment of the present invention;
Fig. 2 is the administrative division map before the extra grid of removal of the preferred embodiment of the present invention;
Fig. 3 is the administrative division map after the extra grid of removal of the preferred embodiment of the present invention;
Fig. 4 is the method flow diagram for calculating typhoon quantity in grid of the preferred embodiment of the present invention;
Fig. 5 is the typhoon distribution map in region to be analyzed in the preferred embodiment of the present invention.
Specific embodiment
The embodiment of the present invention is described in detail below in conjunction with attached drawing, but the present invention can be defined by the claims Implement with the multitude of different ways of covering.
Embodiment 1
Referring to Fig. 1, the present embodiment provides a kind of typhoons to be distributed drawing drawing method, comprising the following steps:
S1: selecting typhoon region to be analyzed, obtains the geographical location information in typhoon region to be analyzed, and is converted into administrative division map Piece;
S2: region picture is subjected to grid dividing, then all grids are screened, obtain the institute comprising typhoon region There is grid, analyzes the geographical location information of all grids;
S3: history typhoon track message file is read, and historical path message file is parsed, obtains history typhoon Path geographical location information;
S4: history typhoon track geographical location information is matched with the geographical location information of grid, and according to matching As a result the typhoon quantity in each grid is calculated, is then drawn according to how many pairs of grids of typhoon quantity.
In above-mentioned steps, grid dividing is carried out by treating analyzed area, by the geographical location information of history typhoon track It is matched with the geographical location information of grid, obtains the typhoon quantity of each grid, quantity is then characterized with gray value size How much, the typhoon distribution grayscale image in region to be analyzed is drawn, is able to achieve and the typhoon distribution map of specific region in sea area is drawn, letter Single easy to operate, implementation cost is low.
It should be noted that after the geographical location information for obtaining typhoon region to be analyzed, being stored in above-mentioned steps For kml (Keyhole Markup Language, markup language) file, kml file is for describing and saving geography information The coding criterion of (such as point, line, image, polygon and model);And after analyzing the geographical location information of all grids, by it Shapefile (ESRI Shapefile) file is saved as, shapefile file format is company of U.S. environment system research institute (ESRI) the open format of a kind of spatial data developed.
Specifically, in practical applications, polygon tool is added by google earth first, selected manually to be analyzed Typhoon region obtains the polygonal region to indicate typhoon region to be analyzed, and selected polygonal region is exported as kml text Part, wherein the kml file includes the geographical location information for choosing typhoon region to be analyzed, zone boundary length and area surface Product.
Then, kml file is converted into picture text using the system crossover tool in the arcmap component of arcgis software Part carries out grid dividing to polygon typhoon region by the feature class tool in System data management device.That is, will be entirely wait divide Analysis region division is multiple small net regions, to carry out more fine statistics and analysis to the Typhoon Information in region.It needs It is noted that grid dividing is more, obtain that Typhoon Information is finer, and finally obtained typhoon distribution map is more accurate, but It is excessive excessively to will lead to calculation amount for grid simultaneously, it is preferable that the embodiment of the present invention is in grid division, using latitude direction as grid Length direction the size of each grid is set as 200*150km, but the present invention using longitudinal as the width direction of grid It is not limited to that, in the case where being able to achieve identical function, moreover it is possible to phase be carried out to the division size of grid in a certain range The adjustment answered.
Further, sliding-model control is carried out to the grid that division obtains using Arcgis tool, then will not will include platform The grid in wind region is considered as extra grid, removes all extra grids, wherein administrative division map such as Fig. 2 institute before removing extra grid Show, the administrative division map after removing extra grid is as shown in Figure 3.It then the use of the data-driven page is that unique correspond to is arranged in each grid Label it is easy to use so that corresponding grid can be looked for by label during parsing to grid, mention The speed of high analyte.The polygon typhoon region of discretization is saved as into the shp file that Python can be identified again.
Then, history typhoon track message file is read, and historical path message file is parsed, obtains history platform Wind path diameter geographical location information;Above-mentioned shapefile file is read, parsing obtains the geographical location information of each grid.
In practical applications, referring to fig. 4, the present invention can also increase following steps and optimize:
S4: history typhoon track geographical location information is matched with the geographical location information of the grid, and according to Matching result calculates the typhoon quantity in each grid, is then drawn according to how many pairs of grids of typhoon quantity.Specific packet It includes:
S41: history typhoon starts the information in year, typhoon terminates the information in year and starts year and platform in typhoon for acquisition Wind terminate year between typhoon geographical location information, obtain typhoon geographical location information collection.
Wherein, in the embodiment of the present invention choose typhoon start year be nineteen fifty, typhoon terminate year be 2017, obtain 1950 The geographical location information of all typhoons between year to 2017, obtains typhoon geographical location information collection.Wherein, typhoon is indicated with y Year, ysIndicate that typhoon statistics starts year;yeIndicate that typhoon statistics terminates year, miIndicate typhoon quantity, L in i-th of gridyIt indicates Typhoon year y typhoon quantity, j indicates j-th of typhoon in some typhoon year, and N indicates grid division quantity in survey region, and i is indicated The label of grid in region.
S42: being initialized as zero for the typhoon quantity in each grid, by each of typhoon geographical location information collection platform Wind geographical location information is successively matched with the geographical location information of grid according to chronological order, if being consistent, then it is assumed that The typhoon number occurred in the grid adds one, that is, has mi=mi+1.Until each of typhoon geographical location information collection typhoon Reason location information, which all matches, to be finished.
Specifically, each year between statistics typhoon year typhoon sum L is obtainedy, then occur according to typhoon in this year Time sequencing successively matches the routing information of typhoon j each in this year with grid.In matching, firstly, by j-th Typhoon grid corresponding with first label carries out the matching of position, if the two position is consistent, then it is assumed that occurs in the grid Typhoon number adds one;If not being consistent, j-th of typhoon grid corresponding with next label is carried out to the matching of position, until Complete the routing information matching of j-th of typhoon.Then, next typhoon of j-th of typhoon is chosen, that is, j=j+1, and press It is matched according to above-mentioned matching process, until all typhoons in the typhoon year are all matched in corresponding grid.It chooses down again All Typhoon Informations in one typhoon year are completed to match, have finally matched the institute in all typhoon years according to same principle There is Typhoon Information, quantity occurs for the typhoon obtained in each grid.
S43: traversing the typhoon quantity in each grid, characterizes quantity with gray value size, draws region to be analyzed Typhoon be distributed grayscale image.
It should be noted that the value interval range of gray value is 0-255, in practical operation, according to all grids Gray value is carried out interval division, realizes the one-to-one correspondence of gray scale interval and typhoon quantity by the difference of typhoon quantity, with drafting to The typhoon of analysis is distributed grayscale image, as shown in Figure 5.
Embodiment 2
With above method embodiment correspondingly, the present embodiment provides a kind of typhoon distribution map drawing systems, comprising:
First unit: for obtaining the geographical location information in typhoon region to be analyzed, and it is converted into region picture;
Second unit: for region picture to be carried out grid dividing, then all grids is screened, are obtained comprising platform All grids in wind region, analyze the geographical location information of all grids;
Third unit: it parses, obtains for reading history typhoon track message file, and to historical path message file To history typhoon track geographical location information;
Unit the 4th: for history typhoon track geographical location information to be matched with the geographical location information of grid, And the typhoon quantity in each grid is calculated according to matching result, then drawn according to how many pairs of grids of typhoon quantity.
As the present embodiment preferred embodiment, in second unit, all grids are screened specifically: will not wrap The grid for including typhoon region is considered as extra grid, removes all extra grids.
As the present embodiment preferred embodiment, in second unit, after obtaining all grids comprising typhoon region, It further comprises the steps of: and distributes a unique corresponding mark for each grid.
As the present embodiment preferred embodiment, Unit the 4th includes the first module, the second module and third module, For obtaining, history typhoon starts the information in year to first module, typhoon terminates the information in year and starts year and platform in typhoon Wind terminate year between typhoon geographical location information, obtain typhoon geographical location information collection;
Second module is used to the typhoon quantity in each grid being initialized as zero, and typhoon geographical location information is concentrated Each typhoon geographical location information is successively matched with the geographical location information of grid according to chronological order, if phase Symbol, then it is assumed that the typhoon number occurred in the grid adds one, until each of typhoon geographical location information collection typhoon geography position Information matches are set to finish;
Third module is used to traverse typhoon quantity in each grid, characterizes quantity with gray value size, draw to The typhoon of analyzed area is distributed grayscale image.
As the present embodiment preferred embodiment, typhoon region to be analyzed is selected using google earth tool.
To be described in detail in the specific execution method and process self-love above method embodiment of above-mentioned each unit and module, It does not repeat herein.
As described above, the present invention provides a kind of typhoon distribution drawing drawing method and system, typhoon region to be analyzed is selected, is obtained The geographical location information in the typhoon region to be analyzed is taken, and is converted into region picture;The region picture is carried out grid to draw Point, then all grids are screened, all grids comprising typhoon region is obtained, analyzes the geographical location of all grids Information;History typhoon track message file is read, and the historical path message file is parsed, obtains history typhoon road Diameter geographical location information;By the progress of the geographical location information of the history typhoon track geographical location information and the grid Match, and the typhoon quantity in each grid is calculated according to matching result, is then drawn according to how many pairs of grids of typhoon quantity System;It is able to achieve and the typhoon distribution map of specific region in sea area is drawn, simple to operation, implementation cost is low, is further scientific research Institutes and enterprise provide convenient and economic typhoon means of numerical analysis.
The foregoing is only a preferred embodiment of the present invention, is not intended to restrict the invention, for the skill of this field For art personnel, the invention may be variously modified and varied.All within the spirits and principles of the present invention, made any to repair Change, equivalent replacement, improvement etc., should all be included in the protection scope of the present invention.

Claims (10)

1. a kind of typhoon is distributed drawing drawing method, which comprises the following steps:
S1: selecting typhoon region to be analyzed, obtains the geographical location information in the typhoon region to be analyzed, and is converted into administrative division map Piece;
S2: the region picture is subjected to grid dividing, then all grids are screened, obtain the institute comprising typhoon region There is grid, analyzes the geographical location information of all grids;
S3: history typhoon track message file is read, and the historical path message file is parsed, obtains history typhoon Path geographical location information;
S4: the history typhoon track geographical location information is matched with the geographical location information of the grid, and according to Matching result calculates the typhoon quantity in each grid, is then drawn according to how many pairs of grids of typhoon quantity.
2. typhoon according to claim 1 is distributed drawing drawing method, which is characterized in that in the S2, described pair of all nets Lattice are screened specifically: will not included that the grid in typhoon region is considered as extra grid, removed all extra grids.
3. typhoon according to claim 1 is distributed drawing drawing method, which is characterized in that described to be included in the S2 After all grids in typhoon region, further comprises the steps of: and distribute a unique corresponding mark for each grid.
4. typhoon according to claim 1 is distributed drawing drawing method, which is characterized in that the S4 specifically includes following step It is rapid:
S41: obtain that the history typhoon starts the information in year, typhoon terminates the information in year and starts year in the typhoon And the typhoon terminate year between typhoon geographical location information, obtain typhoon geographical location information collection;
S42: being initialized as zero for the typhoon quantity in each grid, by each of typhoon geographical location information collection platform Wind geographical location information is successively matched with the geographical location information of grid according to chronological order, if being consistent, then it is assumed that The typhoon number occurred in the grid adds one, until each of described typhoon geographical location information collection typhoon geographical location information All matching finishes;
S43: traversing the typhoon quantity in each grid, characterizes quantity with gray value size, draws the platform in region to be analyzed Wind is distributed grayscale image.
5. typhoon according to claim 1 is distributed drawing drawing method, which is characterized in that in the S1, using google Earth tool selectes typhoon region to be analyzed.
6. a kind of typhoon distribution map drawing system characterized by comprising
First unit: for obtaining the geographical location information in typhoon region to be analyzed, and it is converted into region picture;
Second unit: for the region picture to be carried out grid dividing, then all grids is screened, are obtained comprising platform All grids in wind region, analyze the geographical location information of all grids;
Third unit: it parses, obtains for reading history typhoon track message file, and to the historical path message file To history typhoon track geographical location information;
A Unit the 4th: for carrying out the geographical location information of the history typhoon track geographical location information and the grid Match, and the typhoon quantity in each grid is calculated according to matching result, is then drawn according to how many pairs of grids of typhoon quantity System.
7. typhoon distribution map drawing system according to claim 6, which is characterized in that described right in the second unit All grids are screened specifically: will not included that the grid in typhoon region is considered as extra grid, removed all extra grids.
8. typhoon distribution map drawing system according to claim 6, which is characterized in that in the second unit, described To after all grids comprising typhoon region, further comprises the steps of: and distribute a unique corresponding mark for each grid.
9. typhoon distribution map drawing system according to claim 6, which is characterized in that Unit the 4th includes the first mould Block, the second module and third module, for obtaining, the history typhoon starts the information in year to first module, typhoon terminates Year information and in the typhoon start year and the typhoon terminate year between typhoon geographical location information, obtain Typhoon geographical location information collection;
Second module is used to the typhoon quantity in each grid being initialized as zero, by the typhoon geographical location information collection Each of typhoon geographical location information successively matched with the geographical location information of grid according to chronological order, if It is consistent, then it is assumed that the typhoon number occurred in the grid adds one, until each of described typhoon geographical location information collection typhoon Geographical location information is all matched and is finished;
The third module is used to traverse typhoon quantity in each grid, characterizes quantity with gray value size, draw to The typhoon of analyzed area is distributed grayscale image.
10. typhoon distribution map drawing system according to claim 6, which is characterized in that in the first unit, use Google earth tool selectes typhoon region to be analyzed.
CN201810913403.3A 2018-08-13 2018-08-13 A kind of typhoon distribution drawing drawing method and system Pending CN109146995A (en)

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Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111353217A (en) * 2020-02-19 2020-06-30 中山大学 Typhoon path prediction method, device, computer device and storage medium

Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002296362A (en) * 2001-03-29 2002-10-09 Songai Hokenryoritsu Santeikai System and method of evaluating damages due to wind by typhoon composited using stochastic technique
CN102156308A (en) * 2011-03-09 2011-08-17 南京恩瑞特实业有限公司 Method for discriminating typhoon path
CN103218672A (en) * 2013-03-24 2013-07-24 吉林大学 Taxi cruising action analytical method based on global position system (GPS) data grid statistic
CN105425320A (en) * 2015-11-10 2016-03-23 中国科学院深圳先进技术研究院 Probabilistic forecasting method and system of coastal gale caused by tropical cyclone
CN106023131A (en) * 2015-08-28 2016-10-12 千寻位置网络有限公司 Cartographic information analysis method and device
CN106772685A (en) * 2016-11-24 2017-05-31 浙江省水文局 Similar typhoon matching algorithm and software support system based on Web GIS
CN106844531A (en) * 2016-12-29 2017-06-13 福建四创软件有限公司 A kind of flood control command based on grid studies and judges system
CN107480175A (en) * 2017-06-30 2017-12-15 广州数鹏通科技有限公司 A kind of geographic information data screening technique, electronic equipment, storage medium and system based on gridding
CN108182194A (en) * 2017-11-22 2018-06-19 国电南瑞科技股份有限公司 The management method that a kind of gridding based on power grid GIS divides
CN113139760A (en) * 2021-05-27 2021-07-20 四创科技有限公司 Typhoon risk comprehensive evaluation method and system based on wind and rain big data

Patent Citations (10)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2002296362A (en) * 2001-03-29 2002-10-09 Songai Hokenryoritsu Santeikai System and method of evaluating damages due to wind by typhoon composited using stochastic technique
CN102156308A (en) * 2011-03-09 2011-08-17 南京恩瑞特实业有限公司 Method for discriminating typhoon path
CN103218672A (en) * 2013-03-24 2013-07-24 吉林大学 Taxi cruising action analytical method based on global position system (GPS) data grid statistic
CN106023131A (en) * 2015-08-28 2016-10-12 千寻位置网络有限公司 Cartographic information analysis method and device
CN105425320A (en) * 2015-11-10 2016-03-23 中国科学院深圳先进技术研究院 Probabilistic forecasting method and system of coastal gale caused by tropical cyclone
CN106772685A (en) * 2016-11-24 2017-05-31 浙江省水文局 Similar typhoon matching algorithm and software support system based on Web GIS
CN106844531A (en) * 2016-12-29 2017-06-13 福建四创软件有限公司 A kind of flood control command based on grid studies and judges system
CN107480175A (en) * 2017-06-30 2017-12-15 广州数鹏通科技有限公司 A kind of geographic information data screening technique, electronic equipment, storage medium and system based on gridding
CN108182194A (en) * 2017-11-22 2018-06-19 国电南瑞科技股份有限公司 The management method that a kind of gridding based on power grid GIS divides
CN113139760A (en) * 2021-05-27 2021-07-20 四创科技有限公司 Typhoon risk comprehensive evaluation method and system based on wind and rain big data

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
吴才聪, 马成林, 张书慧, 杨印生, 孙裕晶, 韩云霞: "精确农业倾斜网格划分及其应用", 农业工程学报, no. 01 *
沈夏炯;吴晓洋;王更科;韩道军;: "面向任意几何区域的遥感卫星对地覆盖法", 计算机应用研究, no. 07 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111353217A (en) * 2020-02-19 2020-06-30 中山大学 Typhoon path prediction method, device, computer device and storage medium

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