commit 4134d7e9a9ff09b752cc95f3af886adf3889e257
Author: Md. Parvej Hossain <official.parvej.hossain@gmail.com>
Date:   Sat Dec 14 19:35:06 2024 +0600

    first commit

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diff --git a/GIS_Project/Exported Map/urban_green_space_analysis_Bangladesh.pdf b/GIS_Project/Exported Map/urban_green_space_analysis_Bangladesh.pdf
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diff --git a/GIS_Project/README.md b/GIS_Project/README.md
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+# Urban Green Space Analysis
+
+## Project Overview
+
+This project analyzes urban green spaces and residential areas using GIS data. It processes shapefiles to extract information about parks, natural areas, and residential zones, then generates a visual representation of their distribution within a city.
+
+## Features
+
+- Extracts green spaces (parks and natural areas) from landuse and natural shapefiles
+- Identifies residential areas from landuse shapefiles
+- Calculates the area of green spaces in hectares
+- Generates a map showing the distribution of green spaces and residential areas
+- Exports results as both PNG and PDF files
+
+## Requirements
+
+- Python 3.x
+- ArcPy (comes with ArcGIS Pro)
+- NumPy
+- Matplotlib
+
+## Installation
+
+1. Clone this repository:
+
diff --git a/GIS_Project/Shapefile/OSM Data/README b/GIS_Project/Shapefile/OSM Data/README
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+The files in this archive have been created from OpenStreetMap data
+and are licensed under the Open Database 1.0 License. See 
+www.openstreetmap.org for details about the project.
+
+This file contains OpenStreetMap data as of 2024-12-13T21:21:27Z
+. Every day
+a new version of this file will be made available at:
+
+https://download.geofabrik.de/asia/bangladesh-latest-free.shp.zip
+
+A documentation of the layers in this shape file is available here:
+
+https://download.geofabrik.de/osm-data-in-gis-formats-free.pdf
+
+Geofabrik also makes extended shapefiles to order; please see
+https://www.geofabrik.de/data/shapefiles.html for details and example
+downloads.
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_places_free_1.prj b/GIS_Project/Shapefile/OSM Data/gis_osm_places_free_1.prj
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index 0000000..8f73f48
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_places_free_1.prj	
@@ -0,0 +1 @@
+GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]]
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_places_free_1.shp b/GIS_Project/Shapefile/OSM Data/gis_osm_places_free_1.shp
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_places_free_1.shx b/GIS_Project/Shapefile/OSM Data/gis_osm_places_free_1.shx
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.cpg b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.cpg
new file mode 100644
index 0000000..7edc66b
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.cpg	
@@ -0,0 +1 @@
+UTF-8
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.dbf b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.dbf
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.prj b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.prj
new file mode 100644
index 0000000..8f73f48
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.prj	
@@ -0,0 +1 @@
+GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]]
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.shp b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.shp
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.shx b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_a_free_1.shx
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.cpg b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.cpg
new file mode 100644
index 0000000..7edc66b
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.cpg	
@@ -0,0 +1 @@
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.dbf b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.dbf
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.prj b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.prj
new file mode 100644
index 0000000..8f73f48
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.prj	
@@ -0,0 +1 @@
+GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]]
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.shp b/GIS_Project/Shapefile/OSM Data/gis_osm_pofw_free_1.shp
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.cpg b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.cpg
new file mode 100644
index 0000000..7edc66b
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.cpg	
@@ -0,0 +1 @@
+UTF-8
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.dbf b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.dbf
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.prj b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.prj
new file mode 100644
index 0000000..8f73f48
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.prj	
@@ -0,0 +1 @@
+GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]]
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.shp b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.shp
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.shx b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_a_free_1.shx
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.cpg b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.cpg
new file mode 100644
index 0000000..7edc66b
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.cpg	
@@ -0,0 +1 @@
+UTF-8
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.dbf b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.dbf
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.prj b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.prj
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index 0000000..8f73f48
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.prj	
@@ -0,0 +1 @@
+GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]]
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.shp b/GIS_Project/Shapefile/OSM Data/gis_osm_pois_free_1.shp
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diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_roads_free_1.cpg b/GIS_Project/Shapefile/OSM Data/gis_osm_roads_free_1.cpg
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index 0000000..7edc66b
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_roads_free_1.cpg	
@@ -0,0 +1 @@
+UTF-8
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_roads_free_1.prj b/GIS_Project/Shapefile/OSM Data/gis_osm_roads_free_1.prj
new file mode 100644
index 0000000..8f73f48
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/gis_osm_roads_free_1.prj	
@@ -0,0 +1 @@
+GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137,298.257223563]],PRIMEM["Greenwich",0],UNIT["Degree",0.017453292519943295]]
diff --git a/GIS_Project/Shapefile/OSM Data/gis_osm_roads_free_1.shx b/GIS_Project/Shapefile/OSM Data/gis_osm_roads_free_1.shx
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diff --git a/GIS_Project/Shapefile/OSM Data/large_parks.cpg b/GIS_Project/Shapefile/OSM Data/large_parks.cpg
new file mode 100644
index 0000000..3ad133c
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/large_parks.cpg	
@@ -0,0 +1 @@
+UTF-8
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diff --git a/GIS_Project/Shapefile/OSM Data/large_parks.prj b/GIS_Project/Shapefile/OSM Data/large_parks.prj
new file mode 100644
index 0000000..f45cbad
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/large_parks.prj	
@@ -0,0 +1 @@
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diff --git a/GIS_Project/Shapefile/OSM Data/large_parks.shp.xml b/GIS_Project/Shapefile/OSM Data/large_parks.shp.xml
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index 0000000..f94f04d
--- /dev/null
+++ b/GIS_Project/Shapefile/OSM Data/large_parks.shp.xml	
@@ -0,0 +1 @@
+<metadata xml:lang="en"><Esri><CreaDate>20241214</CreaDate><CreaTime>15110100</CreaTime><ArcGISFormat>1.0</ArcGISFormat><SyncOnce>FALSE</SyncOnce><DataProperties><itemProps><itemName Sync="TRUE">large_parks</itemName><imsContentType Sync="TRUE">002</imsContentType><itemLocation><linkage Sync="TRUE">file://\\TUF-F15\D$\GIS_Project\Shapefile\OSM Data\large_parks.shp</linkage><protocol Sync="TRUE">Local Area Network</protocol></itemLocation><itemSize Sync="TRUE">0.000</itemSize></itemProps><coordRef><type Sync="TRUE">Geographic</type><geogcsn Sync="TRUE">GCS_WGS_1984</geogcsn><csUnits Sync="TRUE">Angular Unit: Degree (0.017453)</csUnits><peXml Sync="TRUE">&lt;GeographicCoordinateSystem xsi:type='typens:GeographicCoordinateSystem' xmlns:xsi='http://www.w3.org/2001/XMLSchema-instance' xmlns:xs='http://www.w3.org/2001/XMLSchema' xmlns:typens='http://www.esri.com/schemas/ArcGIS/3.4.0'&gt;&lt;WKT&gt;GEOGCS[&amp;quot;GCS_WGS_1984&amp;quot;,DATUM[&amp;quot;D_WGS_1984&amp;quot;,SPHEROID[&amp;quot;WGS_1984&amp;quot;,6378137.0,298.257223563]],PRIMEM[&amp;quot;Greenwich&amp;quot;,0.0],UNIT[&amp;quot;Degree&amp;quot;,0.0174532925199433],AUTHORITY[&amp;quot;EPSG&amp;quot;,4326]]&lt;/WKT&gt;&lt;XOrigin&gt;-400&lt;/XOrigin&gt;&lt;YOrigin&gt;-400&lt;/YOrigin&gt;&lt;XYScale&gt;11258999068426.238&lt;/XYScale&gt;&lt;ZOrigin&gt;-100000&lt;/ZOrigin&gt;&lt;ZScale&gt;10000&lt;/ZScale&gt;&lt;MOrigin&gt;-100000&lt;/MOrigin&gt;&lt;MScale&gt;10000&lt;/MScale&gt;&lt;XYTolerance&gt;8.983152841195215e-09&lt;/XYTolerance&gt;&lt;ZTolerance&gt;0.001&lt;/ZTolerance&gt;&lt;MTolerance&gt;0.001&lt;/MTolerance&gt;&lt;HighPrecision&gt;true&lt;/HighPrecision&gt;&lt;LeftLongitude&gt;-180&lt;/LeftLongitude&gt;&lt;WKID&gt;4326&lt;/WKID&gt;&lt;LatestWKID&gt;4326&lt;/LatestWKID&gt;&lt;/GeographicCoordinateSystem&gt;</peXml></coordRef><lineage><Process ToolSource="c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Analysis Tools.tbx\Select" Date="20241214" Time="151102">Select "D:\GIS_Project\Shapefile\OSM Data\gis_osm_landuse_a_free_1.shp" "D:\GIS_Project\Shapefile\OSM Data\UrbanGreenSpace.gdb\Parks" "fclass IN ('park', 'recreation_ground')"</Process><Process ToolSource="c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Data Management Tools.tbx\Merge" Date="20241214" Time="151104">Merge 'D:\GIS_Project\Shapefile\OSM Data\UrbanGreenSpace.gdb\Parks';'D:\GIS_Project\Shapefile\OSM Data\UrbanGreenSpace.gdb\NaturalAreas' "D:\GIS_Project\Shapefile\OSM Data\UrbanGreenSpace.gdb\GreenSpaces" # NO_SOURCE_INFO AUTOMATIC</Process><Process ToolSource="c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Data Management Tools.tbx\AddField" Date="20241214" Time="151104">AddField "D:\GIS_Project\Shapefile\OSM Data\UrbanGreenSpace.gdb\GreenSpaces" Area_Hectares DOUBLE # # # # NULLABLE NON_REQUIRED #</Process><Process ToolSource="c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Data Management Tools.tbx\CalculateField" Date="20241214" Time="151105">CalculateField "D:\GIS_Project\Shapefile\OSM Data\UrbanGreenSpace.gdb\GreenSpaces" Area_Hectares !shape.area@hectares! PYTHON3 # TEXT NO_ENFORCE_DOMAINS</Process><Process ToolSource="c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Analysis Tools.tbx\Near" Date="20241214" Time="151112">Near "D:\GIS_Project\Shapefile\OSM Data\UrbanGreenSpace.gdb\GreenSpaces" 'D:\GIS_Project\Shapefile\OSM Data\UrbanGreenSpace.gdb\Residential' # NO_LOCATION NO_ANGLE PLANAR "NEAR_FID NEAR_FID;NEAR_DIST NEAR_DIST" #</Process><Process ToolSource="c:\program files\arcgis\pro\Resources\ArcToolbox\toolboxes\Data Management Tools.tbx\CopyFeatures" Date="20241214" Time="151113">CopyFeatures parks_lyr "D:\GIS_Project\Shapefile\OSM Data\large_parks.shp" # # # #</Process></lineage></DataProperties><SyncDate>20241214</SyncDate><SyncTime>15111300</SyncTime><ModDate>20241214</ModDate><ModTime>15111300</ModTime></Esri><dataIdInfo><envirDesc Sync="TRUE">Microsoft Windows 10 Version 10.0 (Build 22631) ; Esri ArcGIS 13.4.0.55405</envirDesc><dataLang><languageCode value="eng" Sync="TRUE"></languageCode><countryCode value="USA" Sync="TRUE"></countryCode></dataLang><idCitation><resTitle Sync="TRUE">large_parks</resTitle><presForm><PresFormCd value="005" Sync="TRUE"></PresFormCd></presForm></idCitation><spatRpType><SpatRepTypCd value="001" Sync="TRUE"></SpatRepTypCd></spatRpType></dataIdInfo><mdLang><languageCode value="eng" Sync="TRUE"></languageCode><countryCode value="USA" Sync="TRUE"></countryCode></mdLang><distInfo><distFormat><formatName Sync="TRUE">Shapefile</formatName></distFormat><distTranOps><transSize Sync="TRUE">0.000</transSize></distTranOps></distInfo><mdHrLv><ScopeCd value="005" Sync="TRUE"></ScopeCd></mdHrLv><mdHrLvName Sync="TRUE">dataset</mdHrLvName><refSysInfo><RefSystem><refSysID><identCode code="4326" Sync="TRUE"></identCode><idCodeSpace Sync="TRUE">EPSG</idCodeSpace><idVersion Sync="TRUE">6.2(3.0.1)</idVersion></refSysID></RefSystem></refSysInfo><spatRepInfo><VectSpatRep><geometObjs Name="large_parks"><geoObjTyp><GeoObjTypCd value="002" Sync="TRUE"></GeoObjTypCd></geoObjTyp><geoObjCnt Sync="TRUE">0</geoObjCnt></geometObjs><topLvl><TopoLevCd value="001" Sync="TRUE"></TopoLevCd></topLvl></VectSpatRep></spatRepInfo><spdoinfo><ptvctinf><esriterm Name="large_parks"><efeatyp Sync="TRUE">Simple</efeatyp><efeageom code="4" Sync="TRUE"></efeageom><esritopo Sync="TRUE">FALSE</esritopo><efeacnt Sync="TRUE">0</efeacnt><spindex Sync="TRUE">FALSE</spindex><linrefer Sync="TRUE">FALSE</linrefer></esriterm></ptvctinf></spdoinfo><eainfo><detailed Name="large_parks"><enttyp><enttypl Sync="TRUE">large_parks</enttypl><enttypt Sync="TRUE">Feature Class</enttypt><enttypc Sync="TRUE">0</enttypc></enttyp><attr><attrlabl Sync="TRUE">FID</attrlabl><attalias Sync="TRUE">FID</attalias><attrtype Sync="TRUE">OID</attrtype><attwidth Sync="TRUE">4</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale><attrdef Sync="TRUE">Internal feature number.</attrdef><attrdefs Sync="TRUE">Esri</attrdefs><attrdomv><udom Sync="TRUE">Sequential unique whole numbers that are automatically generated.</udom></attrdomv></attr><attr><attrlabl Sync="TRUE">Shape</attrlabl><attalias Sync="TRUE">Shape</attalias><attrtype Sync="TRUE">Geometry</attrtype><attwidth Sync="TRUE">0</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale><attrdef Sync="TRUE">Feature geometry.</attrdef><attrdefs Sync="TRUE">Esri</attrdefs><attrdomv><udom Sync="TRUE">Coordinates defining the features.</udom></attrdomv></attr><attr><attrlabl Sync="TRUE">osm_id</attrlabl><attalias Sync="TRUE">osm_id</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">12</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">code</attrlabl><attalias Sync="TRUE">code</attalias><attrtype Sync="TRUE">Integer</attrtype><attwidth Sync="TRUE">5</attwidth><atprecis Sync="TRUE">5</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">fclass</attrlabl><attalias Sync="TRUE">fclass</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">28</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">name</attrlabl><attalias Sync="TRUE">name</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">100</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Shape_Leng</attrlabl><attalias Sync="TRUE">Shape_Leng</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">19</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Shape_Area</attrlabl><attalias Sync="TRUE">Shape_Area</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">19</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale><attrdef Sync="TRUE">Area of feature in internal units squared.</attrdef><attrdefs Sync="TRUE">Esri</attrdefs><attrdomv><udom Sync="TRUE">Positive real numbers that are automatically generated.</udom></attrdomv></attr><attr><attrlabl Sync="TRUE">Area_Hecta</attrlabl><attalias Sync="TRUE">Area_Hecta</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">19</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">NEAR_FID</attrlabl><attalias Sync="TRUE">NEAR_FID</attalias><attrtype Sync="TRUE">Integer</attrtype><attwidth Sync="TRUE">10</attwidth><atprecis Sync="TRUE">10</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">NEAR_DIST</attrlabl><attalias Sync="TRUE">NEAR_DIST</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">19</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr></detailed></eainfo><mdDateSt Sync="TRUE">20241214</mdDateSt></metadata>
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diff --git a/GIS_Project/gitignore.txt b/GIS_Project/gitignore.txt
new file mode 100644
index 0000000..f629994
--- /dev/null
+++ b/GIS_Project/gitignore.txt
@@ -0,0 +1,29 @@
+# Python
+__pycache__/
+*.py[cod]
+*$py.class
+
+# Virtual Environment
+venv/
+env/
+ENV/
+
+# ArcGIS
+*.gdb/
+*.sde
+*.mxd
+*.lyr
+
+# Output files
+*.png
+*.pdf
+
+# OS generated files
+.DS_Store
+.DS_Store?
+._*
+.Spotlight-V100
+.Trashes
+ehthumbs.db
+Thumbs.db
+
diff --git a/GIS_Project/requirements.txt b/GIS_Project/requirements.txt
new file mode 100644
index 0000000..0ef8ff6
--- /dev/null
+++ b/GIS_Project/requirements.txt
@@ -0,0 +1,3 @@
+numpy
+matplotlib
+
diff --git a/GIS_Project/urban_green_space_analysis.py b/GIS_Project/urban_green_space_analysis.py
new file mode 100644
index 0000000..49809ec
--- /dev/null
+++ b/GIS_Project/urban_green_space_analysis.py
@@ -0,0 +1,149 @@
+import arcpy
+import os
+import time
+import matplotlib.pyplot as plt
+from matplotlib.backends.backend_pdf import PdfPages
+import numpy as np
+
+# Set up the environment
+arcpy.env.overwriteOutput = True
+
+def setup_workspace(workspace):
+    """Set up the workspace and use or create a geodatabase"""
+    arcpy.env.workspace = workspace
+    gdb_name = "UrbanGreenSpace.gdb"
+    gdb_path = os.path.join(workspace, gdb_name)
+    
+    if not arcpy.Exists(gdb_path):
+        arcpy.CreateFileGDB_management(workspace, gdb_name)
+        print(f"Created new geodatabase: {gdb_path}")
+    else:
+        print(f"Using existing geodatabase: {gdb_path}")
+    
+    return gdb_path
+
+def find_shapefile(pattern):
+    """Find a shapefile matching the given pattern"""
+    for file in arcpy.ListFiles(f"*{pattern}*.shp"):
+        return file
+    raise FileNotFoundError(f"No shapefile matching '*{pattern}*.shp' found in the workspace")
+
+def extract_features(input_shp, output_fc, where_clause, max_attempts=5, delay=5):
+    """Extract features based on a where clause with retry mechanism"""
+    for attempt in range(max_attempts):
+        try:
+            arcpy.Select_analysis(input_shp, output_fc, where_clause)
+            print(f"Successfully extracted features to {output_fc}")
+            return
+        except arcpy.ExecuteError as e:
+            if "ERROR 000464" in str(e) and attempt < max_attempts - 1:
+                print(f"Attempt {attempt + 1} failed. Retrying in {delay} seconds...")
+                time.sleep(delay)
+            else:
+                raise
+
+def calculate_areas(fc):
+    """Calculate the area of each feature in hectares"""
+    arcpy.AddField_management(fc, "Area_Hectares", "DOUBLE")
+    expression = "!shape.area@hectares!"
+    arcpy.CalculateField_management(fc, "Area_Hectares", expression, "PYTHON3")
+
+def feature_to_coords(feature_class):
+    """Convert a feature class to a list of coordinates"""
+    coords = []
+    with arcpy.da.SearchCursor(feature_class, ["SHAPE@"]) as cursor:
+        for row in cursor:
+            for part in row[0]:
+                for pnt in part:
+                    if pnt:
+                        coords.append((pnt.X, pnt.Y))
+    return np.array(coords)
+
+def create_map(green_spaces_fc, residential_fc, city_name):
+    """Create a map using matplotlib"""
+    fig, ax = plt.subplots(figsize=(12, 8))
+
+    if arcpy.Exists(green_spaces_fc):
+        green_spaces_coords = feature_to_coords(green_spaces_fc)
+        ax.scatter(green_spaces_coords[:, 0], green_spaces_coords[:, 1], c='#2ecc71', alpha=0.7, label='Green Spaces')
+
+    if arcpy.Exists(residential_fc):
+        residential_coords = feature_to_coords(residential_fc)
+        ax.scatter(residential_coords[:, 0], residential_coords[:, 1], c='#f39c12', alpha=0.4, label='Residential Areas')
+
+    ax.set_title(f"Urban Green Space Analysis - {city_name}")
+    ax.legend(loc='lower right')
+    ax.set_xlabel("Longitude")
+    ax.set_ylabel("Latitude")
+    ax.grid(True, linestyle='--', alpha=0.7)
+
+    # Add North Arrow
+    x, y, arrow_length = 0.95, 0.95, 0.1
+    ax.annotate('N', xy=(x, y), xytext=(x, y-arrow_length),
+                arrowprops=dict(facecolor='black', width=5, headwidth=15),
+                ha='center', va='center', fontsize=12,
+                xycoords=ax.transAxes)
+
+    plt.tight_layout()
+    return fig
+
+def main(workspace, export_location, city_name):
+    gdb_path = setup_workspace(workspace)
+    
+    try:
+        # Extract parks and green spaces
+        parks_fc = os.path.join(gdb_path, "Parks")
+        extract_features(find_shapefile("landuse"), parks_fc, "fclass IN ('park', 'recreation_ground')")
+        natural_fc = os.path.join(gdb_path, "NaturalAreas")
+        extract_features(find_shapefile("natural"), natural_fc, "fclass IN ('forest', 'grass', 'meadow')")
+        
+        green_spaces_fc = os.path.join(gdb_path, "GreenSpaces")
+        if arcpy.Exists(parks_fc) and arcpy.Exists(natural_fc):
+            arcpy.management.Merge([parks_fc, natural_fc], green_spaces_fc)
+        elif arcpy.Exists(parks_fc):
+            arcpy.management.Copy(parks_fc, green_spaces_fc)
+        elif arcpy.Exists(natural_fc):
+            arcpy.management.Copy(natural_fc, green_spaces_fc)
+        else:
+            print("Warning: No green spaces found. The analysis may be incomplete.")
+        
+        if arcpy.Exists(green_spaces_fc):
+            calculate_areas(green_spaces_fc)
+        
+        # Extract residential areas
+        residential_fc = os.path.join(gdb_path, "Residential")
+        extract_features(find_shapefile("landuse"), residential_fc, "fclass = 'residential'")
+        
+        # Create a map
+        fig = create_map(green_spaces_fc, residential_fc, city_name)
+        
+        # Save as PNG and PDF
+        png_path = os.path.join(export_location, f"urban_green_space_map_{city_name}.png")
+        pdf_path = os.path.join(export_location, f"urban_green_space_analysis_{city_name}.pdf")
+        
+        plt.savefig(png_path, dpi=300, bbox_inches='tight')
+        
+        with PdfPages(pdf_path) as pdf:
+            pdf.savefig(fig, bbox_inches='tight')
+        
+        plt.close()
+        
+        print(f"Analysis complete. Results are stored in the {gdb_path} geodatabase.")
+        print(f"Map has been saved as PNG: {png_path}")
+        print(f"Map has been saved as PDF: {pdf_path}")
+    
+    except Exception as e:
+        print(f"An error occurred: {str(e)}")
+        print("Please ensure that all required shapefiles are in the workspace and are not being used by other applications.")
+
+if __name__ == "__main__":
+    # Set your workspace and export location here
+    workspace = r"C:\GIS_Project"
+    export_location = r"C:\GIS_Project\Exports"
+    city_name = "Your City Name"  # Replace with the actual city name
+    
+    # Create export location if it doesn't exist
+    os.makedirs(export_location, exist_ok=True)
+    
+    main(workspace, export_location, city_name)
+