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TWI411931B - Spatial analysis modeling method for reserve planning - Google Patents

Spatial analysis modeling method for reserve planning Download PDF

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TWI411931B
TWI411931B TW097144295A TW97144295A TWI411931B TW I411931 B TWI411931 B TW I411931B TW 097144295 A TW097144295 A TW 097144295A TW 97144295 A TW97144295 A TW 97144295A TW I411931 B TWI411931 B TW I411931B
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spatial analysis
protected area
designing
analysis mode
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TW097144295A
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TW201020840A (en
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Yan Chi Chang
Chun Te Chen
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Univ Nat Sun Yat Sen
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Abstract

A spatial analysis modeling method for reserve planning includes the steps of: pre-processing a plurality of ecological data collected from a predetermined reserve-planning area; selecting a spatial analysis; interpolating the ecological data by means of a data spatial interpolation model which is suitable for the spatial analysis modeling method; cutting the predetermined reserve-planning area into meshed areas such that the spatial analysis model can generate results of the spatial analysis model; adding a plurality of environment factors to the results of the spatial analysis model; calculating a reserve-planning model.

Description

利用空間分析模式劃設保護區之方法Method for designing a protected area by using spatial analysis mode

本發明係關於一種利用空間分析模式劃設保護區之方法,特別是關於以量化方式建立三種保護區劃設模式〔reserve planning model〕之方法。The present invention relates to a method for designing a protected area using a spatial analysis mode, and more particularly to a method for establishing three reserve planning models in a quantitative manner.

目前保護區劃設目標包含生態、經濟、文化及空間或地理等特性。在生態方面包含自然性、脆弱程度、代表性、稀少、獨特性、種類及族群豐度等。一般而言,保護區的規劃模式可分為最小保護區設計〔set covering problem,SCP〕模式及最大保護物種數〔maximal covering problem,MCP〕模式。At present, the designated areas of the protected area include ecological, economic, cultural and spatial or geographical characteristics. In terms of ecology, it includes naturalness, vulnerability, representation, scarcity, uniqueness, variety and ethnic abundance. In general, the planning mode of the protected area can be divided into the minimum cover area design (SCP) mode and the maximum protective cover number (MCP) mode.

關於空間分析方法之相關應用技術,其揭示於部分美國專利之技術內容。舉例而言,如:美國專利第6,014,582號之〝Method and apparatus of biosignal spatial analysis〞專利,美國專利第6,430,547號頒予美國IBM公司之〝Method and system for integrating spatial analysis and data mining analysis to ascertain relationships between collected samples and geology with remotely sensed data〞專利,美國專利第6,493,723號頒予美國IBM公司之〝Method and system for integrating spatial analysis and data mining analysis to ascertain warranty issues associated with transportation products〞專利,美國專利第6,496,814號頒予美國IBM公司之〝Method and system for integrating spatial analysis, and scheduling to efficiently schedule and monitor infrastructure maintenance〞專利,由美國IBM公司提出申請之美國專利公開第20030055707號之〝METHOD AND SYSTEM FOR INTEGRATING SPATIAL ANALYSIS AND DATA MINING ANALYSIS TO ASCERTAIN EAVORABLE POSITIONING OF PRODUCTS IN A RETAIL ENVIRONMENT〞公開案、美國專利公開第20060034347號之〝System for spatial analysis of a physical quantity〞公開案、美國專利公開第20070140352號之〝Temporal and spatial analysis of a video macroblock〞公開案及美國專利公開第20070165920號之〝Computer-aided detection system utilizing temporal analysis as a precursor to spatial analysis〞公開案。前述諸美國專利僅為本發明技術背景之參考及說明目前技術發展狀態而已,其並非用以限制本發明之範圍。Related application techniques for spatial analysis methods are disclosed in the technical content of some U.S. patents. For example, US Patent No. 6,014,582, Method and apparatus of biosignal spatial analysis, US Patent No. 6,430,547, issued to IBM Corporation, and method for integrating spatial analysis and data mining analysis to ascertain relationships between The method and system for integrating spatial analysis and data mining analysis to ascertain warranty issues associated with transportation products, US Patent No. 6,496, 723, and US Patent No. 6,496,814 Method and system for integrating spatial analysis, and scheduling to efficient schedule and monitor infrastructure maintenance, US Patent Application No. 20030055707, filed by the United States, IBM Corporation, METHOD AND SYSTEM FOR INTEGRATING SPATIAL ANALYSIS AND DATA MINING ANALYSIS TO ASCERTAIN EAVORABLE POSITIONING OF PRODUCTS IN A RETAIL ENVIRONMENT〞, US Patent Publication No. 20060034347, System for spatial analysis of a physical quantity, publication, US Patent Publication No. 20070140352, Temporal and spatial analysis Computer-aided detection system utilizing temporal analysis as a precursor to spatial analysis. The aforementioned US patents are only references to the technical background of the present invention and the description of the present technology. The state of development is not intended to limit the scope of the invention.

一般而言,傳統劃設保護區多採用質化方式,其具有無法獲得全域最佳解決方案及效率不佳的缺點。縱使部分傳統劃設保護區採用空間分析模式,但其需要進一步運用混合整數規劃〔Integer Programming ,IP〕模式,以獲得全域最佳解決方案。In general, traditionally designed protected areas are mostly qualitative, which has the disadvantage of not being able to obtain the best solution in the whole world and the inefficiency. Even though some traditionally designed protected areas use spatial analysis mode, they need to further use the Integer Programming (IP) mode to obtain the best solution in the whole domain.

有鑑於此,本發明為了改良上述缺點,其提供一種利用空間分析模式劃設保護區之方法,其利用空間插補模式取得插補資料,將插補資料套入空間分析模式,以達成獲得保護區劃設模式之目的。In view of the above, in order to improve the above disadvantages, the present invention provides a method for designing a protected area by using a spatial analysis mode, which uses spatial interpolation mode to obtain interpolation data, and inserts the interpolation data into a spatial analysis mode to achieve protection. The purpose of the district design pattern.

本發明之主要目的係提供一種利用空間分析模式劃設保護區之方法,其利用空間插補模式取得插補資料,將插補資料套入空間分析模式,以達成獲得保護區劃設模式結果之目的。The main object of the present invention is to provide a method for designing a protected area by using a spatial analysis mode, which uses spatial interpolation mode to obtain interpolation data, and inserts the interpolation data into a spatial analysis mode to achieve the purpose of obtaining the result of the protected area designation mode. .

為了達成上述目的,本發明之利用空間分析模式劃設保護區之方法包含:整理數筆生態資料,該生態資料採集自一預定劃設區;選取一空間分析模式; 利用一資料插補空間模式執行該生態資料之資料插補,該資料插補空間模式適合於該空間分析模式;將該預定劃設區切分為數個網格,以便在每個網格產生該空間分析模式之輸出結果;加入數個環境因子至該空間分析模式之輸出結果;計算一保護區劃設模式。In order to achieve the above object, the method for designing a protected area by using the spatial analysis mode of the present invention comprises: arranging a plurality of ecological data collected from a predetermined designated area; and selecting a spatial analysis mode; Performing data interpolation of the ecological data by using a data interpolation space mode, the data interpolation space mode is suitable for the spatial analysis mode; dividing the predetermined layout area into a plurality of grids to generate the grid in each grid The output result of the spatial analysis mode; adding several environmental factors to the output result of the spatial analysis mode; calculating a protection zone design mode.

本發明之較佳實施例之該保護區劃設模式包含最小保護區設計模式、最大保護物種數模式及周長與生物多樣性交易模式。The protected area designing mode of the preferred embodiment of the present invention includes a minimum protected area design pattern, a maximum protected species number pattern, and a perimeter and biodiversity trading mode.

本發明之較佳實施例之該空間分析模式係採用半變異元模式。The spatial analysis mode of the preferred embodiment of the present invention employs a semi-variant mode.

本發明之較佳實施例之該半變異元模式包含圓形模式、球形模式、指數模式及高斯模式。The semi-variant mode of the preferred embodiment of the present invention includes a circular mode, a spherical mode, an exponential mode, and a Gaussian mode.

本發明之較佳實施例之該資料插補空間模式採用克利金法。The data interpolation space mode of the preferred embodiment of the present invention employs the Kriging method.

本發明之較佳實施例之該保護區劃設模式結合一地理資訊系統。The protected area mapping mode of the preferred embodiment of the present invention incorporates a geographic information system.

為了充分瞭解本發明,於下文將例舉較佳實施例並配合所附圖式作詳細說明,且其並非用以限定本發明。In order to fully understand the present invention, the preferred embodiments of the present invention are described in detail below and are not intended to limit the invention.

本發明較佳實施例之利用空間分析模式劃設保護區之方法應用於台中高美濕地之生態環境,於此舉例本發明較佳實施例之應用分析及模擬對象,其並非用以限定本發明之適用範圍。本發明較佳實施例之利用空間分析模式劃設保護區之方法適用於海洋、海岸及陸域保護區,本發明之利用空間分析模式劃設保護區之方法係屬可利用電腦執行之程序步驟〔computer-executable process step〕,其可執行於各種電腦設備〔computer equipment〕,如桌上型電腦〔desktop computer〕、筆記型電腦〔notebook〕、工作站電腦〔workstation computer〕等。The method for designing a protected area by using a spatial analysis mode according to a preferred embodiment of the present invention is applied to the ecological environment of the Taimei Gamei Wetland. The application analysis and simulation object of the preferred embodiment of the present invention are not limited thereto. The scope of application of the invention. The method for designing a protected area by using a spatial analysis mode according to a preferred embodiment of the present invention is applicable to marine, coastal, and land protected areas, and the method for designing a protected area by using the spatial analysis mode of the present invention is a program step that can be performed by using a computer. [computer-executable process step], which can be executed in various computer equipment, such as a desktop computer, a notebook, a workstation computer, and the like.

第1圖揭示本發明較佳實施例之利用空間分析模式劃設保護區之方法之流程圖。請參照第1圖所示,本發明較佳實施例之利用空間分析模式劃設保護區之方法具有四個執行步驟S1至S4,該四個執行步驟S1至S4在不脫離本發明的實質範圍下可予以相互替換執行步驟,因此該四個執行步驟S1至S4並非用以限制本發明之執行劃設保護區程序。1 is a flow chart showing a method of designing a protected area using a spatial analysis mode in accordance with a preferred embodiment of the present invention. Referring to FIG. 1, a method for designating a protected area by using a spatial analysis mode according to a preferred embodiment of the present invention has four steps S1 to S4, and the four steps S1 to S4 are performed without departing from the essential scope of the present invention. The steps can be replaced with each other, so the four execution steps S1 to S4 are not intended to limit the execution of the protected area program of the present invention.

請再參照第1圖所示,本發明較佳實施例之利用空間分析模式劃設保護區之方法包含:建立空間分析模式〔第一執行步驟S1〕;執行資料插補空間模式〔第二執行步驟S2〕;空間分析模式之輸出結果〔第三執行步驟S3〕;及加入環境因子〔environmental factor〕〔第四執行步驟S4〕。Referring to FIG. 1 again, the method for designing a protected area by using a spatial analysis mode according to a preferred embodiment of the present invention includes: establishing a spatial analysis mode [first execution step S1]; performing a data interpolation space mode [second execution] Step S2]; output result of the spatial analysis mode [third execution step S3]; and addition of an environmental factor [fourth execution step S4].

請再參照第1圖所示,本發明較佳實施例之利用空間分析模式劃設保護區之方法首先整理數筆生態資料,或選擇進行資料前處理〔data pre-processing〕,該生態資料採集自一預定劃設區,如同前述之預定劃設區,該預定劃設區為台中高美濕地。Referring to FIG. 1 again, the method for designing a protected area by using a spatial analysis mode according to a preferred embodiment of the present invention first sorts out a plurality of ecological data, or selects data pre-processing, which collects the ecological data. From a predetermined designated area, as in the aforementioned predetermined designated area, the predetermined designated area is Taichung Gaomei Wetland.

請再參照第1圖所示,本發明較佳實施例之利用空間分析模式劃設保護區之方法在第一執行步驟S1中,選取一空間分析模式。本發明較佳實施例之該空間分析模式係採用半變異元模式〔semi-variance model〕,但其並非用以限制本發明之範圍。本發明較佳實施例之該半變異元模式包含圓形模式〔circular model〕、球形模式〔spherical model〕、指數模式〔exponential model〕及高斯模式〔Gaussian model 〕,其可依需求選取最適合的半變異元模式,但其並非用以限制本發明之範圍。半變異元模式可利用克利金法〔Kriging〕對選擇不同空間結構〔等向性及異向性〕、各考量因子及多樣性指數〔Shannon index 〕進行測試。Referring to FIG. 1 again, in the preferred embodiment of the present invention, the spatial analysis mode is used to draw the protection zone. In the first execution step S1, a spatial analysis mode is selected. The spatial analysis mode of the preferred embodiment of the present invention employs a semi-variance model, but it is not intended to limit the scope of the present invention. In the preferred embodiment of the present invention, the semi-variant mode includes a circular model, a spherical model, an exponential model, and a Gaussian model, which can be selected according to requirements. The semi-variant mode, but it is not intended to limit the scope of the invention. The semivariogram mode can use Kriging to select different spatial structures [isotropic and anisotropic], various consideration factors and diversity index [Shannon index] 〕carry out testing.

請再參照第1圖所示,本發明較佳實施例之利用空間分析模式劃設保護區之方法接著在第二執行步驟S2中,利用一資料插補空間模式執行該生態資料之資料插補,該資料插補空間模式最適合於該空間分析模式。本發明較佳實施例之該資料插補空間模式採用克利金法〔Kriging〕,但其並非用以限制本發明之範圍。由於每筆生態資料皆具有最適合的半變異元模式,因此本發明較佳實施例採用試誤法〔try and error〕尋找最適合的半變異元模式,但其並非用以限制本發明之範圍。Referring to FIG. 1 again, the method for designing a protected area by using the spatial analysis mode in the preferred embodiment of the present invention is followed by performing data interpolation of the ecological data by using a data interpolation space mode in the second executing step S2. The data interpolation space mode is most suitable for the spatial analysis mode. The data interpolation space mode of the preferred embodiment of the present invention adopts Kriging, but it is not intended to limit the scope of the present invention. Since each ecological material has the most suitable semi-variant mode, the preferred embodiment of the present invention uses the try and error to find the most suitable semi-variant mode, but it is not intended to limit the scope of the present invention. .

請再參照第1圖所示,本發明較佳實施例之利用空間分析模式劃設保護區之方法接著在第三執行步驟S3中,將該預定劃設區切分為數個網格,以便在每個網格產生該空間分析模式之輸出結果。本發明可利用第二執行步驟S2所獲得的最適合的半變異元模式進行每個網格的生物量估算。Referring to FIG. 1 again, the method for designing a protected area by using a spatial analysis mode according to a preferred embodiment of the present invention is further divided into a plurality of grids in a third performing step S3, so as to be Each grid produces the output of this spatial analysis mode. The present invention can perform biomass estimation for each grid using the most suitable semi-variant mode obtained by performing the second step S2.

附照1揭示本發明較佳實施例之利用空間分析模式劃設保護區之方法於台中高美濕地影像執行切割網格之格底示意圖。請參照附照1所示,本發明較佳實施例之每個網格係可選擇電腦軟體〔例如:gis軟體〕進行切分作業,但其並非用以限制本發明之範圍。Attachment 1 discloses a schematic diagram of a method for performing a cutting grid using a spatial analysis mode in a preferred embodiment of the present invention to perform a cutting grid in a high-definition wetland image of Taichung. Referring to FIG. 1, each of the grids of the preferred embodiment of the present invention can select a computer software (for example, gis software) for the singulation operation, but it is not intended to limit the scope of the present invention.

請再參照第1圖所示,本發明較佳實施例之利用空間分析模式劃設保護區之方法接著在第四執行步驟S4中,加入數個環境因子至該空間分析模式之輸出結果。本發明對由前第三執行步驟S3所獲得的該空間分析模式之輸出結果加入數個環境因子。舉例而言,本發明之環境因子包含土壤壓密及金色鍊黴菌之影響,以便能符合該預定劃設區之需求。Referring to FIG. 1 again, the method for designing a protected area by using the spatial analysis mode in the preferred embodiment of the present invention is followed by adding a plurality of environmental factors to the output of the spatial analysis mode in the fourth performing step S4. The present invention adds several environmental factors to the output of the spatial analysis mode obtained by the first third execution step S3. For example, the environmental factors of the present invention comprise the effects of soil compaction and Streptomyces aureus in order to meet the requirements of the predetermined designated area.

本發明之較佳實施例之該保護區劃設模式包含最小保護區設計〔set covering problem,SCP〕模式、最大保護物種數〔maximal covering problem,MCP〕模式及周長與生物多樣性交易〔trade-off〕模式。The protected area designing mode of the preferred embodiment of the present invention includes a set covering problem (SCP) mode, a maximum covering problem (MCP) mode, and a perimeter and biodiversity transaction (trade- Off] mode.

本發明之較佳實施例之該保護區劃設模式結合一地理資訊系統〔Geography Information System,GIS〕,以便能進行保護區劃設之決策。In the preferred embodiment of the present invention, the protected area mapping mode is combined with a Geography Information System (GIS) to enable decision making of the protected area.

前述較佳實施例僅舉例說明本發明及其技術特徵,該實施例之技術仍可適當進行各種實質等效修飾及/或替換方式予以實施;因此,本發明之權利範圍須視後附申請專利範圍所界定之範圍為準。The foregoing preferred embodiments are merely illustrative of the invention and the technical features thereof, and the techniques of the embodiments can be carried out with various substantial equivalent modifications and/or alternatives; therefore, the scope of the invention is subject to the appended claims. The scope defined by the scope shall prevail.

S1‧‧‧第一執行步驟S1‧‧‧ first execution steps

S2‧‧‧第二執行步驟S2‧‧‧Second implementation steps

S3‧‧‧第三執行步驟S3‧‧‧ third implementation steps

S4‧‧‧第四執行步驟S4‧‧‧fourth implementation steps

第1圖:本發明較佳實施例之利用空間分析模式劃設保護區之方法之流程圖。Figure 1 is a flow chart showing a method of designing a protected area using a spatial analysis mode in accordance with a preferred embodiment of the present invention.

附照1:本發明較佳實施例之利用空間分析模式劃設保護區之方法於台中高美濕地影像執行切割網格之格底示意圖。Attachment 1: A schematic diagram of a method for designing a protected area by using a spatial analysis mode in a preferred embodiment of the present invention to perform a cutting grid on a high-definition wetland image in Taichung.

S1‧‧‧第一執行步驟S1‧‧‧ first execution steps

S2‧‧‧第二執行步驟S2‧‧‧Second implementation steps

S3‧‧‧第三執行步驟S3‧‧‧ third implementation steps

S4‧‧‧第四執行步驟S4‧‧‧fourth implementation steps

Claims (8)

一種利用空間分析模式劃設保護區之方法,其包含:提供數筆生態資料,該生態資料採集自一預定劃設區;提供一空間分析模式;利用一資料插補空間模式執行該生態資料之資料插補,該資料插補空間模式適合於該空間分析模式;將該預定劃設區以電腦軟體進行切分為數個網格,以便在每個網格產生該空間分析模式之輸出結果;加入數個環境因子至該空間分析模式之輸出結果;及計算一保護區劃設模式,以便用於劃設一保護區。 A method for designing a protected area by using a spatial analysis mode, comprising: providing a plurality of ecological data collected from a predetermined designated area; providing a spatial analysis mode; and performing the ecological data by using a data interpolation space mode Data interpolation, the data interpolation space mode is suitable for the spatial analysis mode; the predetermined layout area is divided into several grids by computer software to generate the output result of the spatial analysis mode in each grid; The output of the plurality of environmental factors to the spatial analysis mode; and calculating a protected area designing mode for use in designating a protected area. 依申請專利範圍第1項所述之利用空間分析模式劃設保護區之方法,其中該保護區劃設模式包含最小保護區設計模式、最大保護物種數模式及周長與生物多樣性交易模式。 According to the method of claim 1, the method for designing a protected area by using a spatial analysis mode includes a minimum protected area design pattern, a maximum protected species number pattern, and a perimeter and a biodiversity trading mode. 依申請專利範圍第1項所述之利用空間分析模式劃設保護區之方法,其中該空間分析模式係採用半變異元模式。 The method for designing a protected area by using a spatial analysis mode according to Item 1 of the patent application scope, wherein the spatial analysis mode adopts a semi-variant mode. 依申請專利範圍第3項所述之利用空間分析模式劃設保護區之方法,其中該半變異元模式包含圓形模式、球形模式、指數模式及高斯模式。 The method for designing a protected area by using a spatial analysis mode according to Item 3 of the patent application scope, wherein the semi-variant mode includes a circular mode, a spherical mode, an exponential mode, and a Gaussian mode. 依申請專利範圍第1項所述之利用空間分析模式劃設保護區之方法,其中該資料插補空間模式採用克利金法。 According to the method of claim 1, the method for designing a protected area by using a spatial analysis mode, wherein the data interpolation mode adopts the Kriging method. 依申請專利範圍第1項所述之利用空間分析模式劃設保護區之方法,其中該保護區劃設模式結合一地理資訊系統。 The method for designing a protected area by using a spatial analysis mode according to the first aspect of the patent application scope, wherein the protected area designing mode is combined with a geographic information system. 依申請專利範圍第1項所述之利用空間分析模式劃設保護區之方法,其中該環境因子包含土壤壓密及金色鍊黴菌。 The method for designing a protected area by using a spatial analysis mode according to the first aspect of the patent application, wherein the environmental factor comprises soil compaction and Streptomyces aureus. 依申請專利範圍第1項所述之利用空間分析模式劃設保護區之方法,其中該保護區劃設模式為網格化保護區劃設模式。 According to the method of claim 1, the method for designing a protected area by using a spatial analysis mode, wherein the protected area is set to a gridded protected area.
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