Basic data integration tutorial

.Rhistory

@@ -0,0 +1 @@
+IRkernel::installspec()

book/_toc.yml

@@ -27,6 +27,7 @@ parts:
         - file: tutorials/NCEI_Tutorial/Precipitation_with_NCEI_Tutorial.ipynb
         - file: tutorials/Tropycal/Tropycal.ipynb
         - file: tutorials/IBTrACS/Using_IBTrACS.ipynb
+        - file: tutorials/Data_Integration/Basic_Data_Integration.ipynb
 - caption: Teams
   chapters:
     - file: teams/index

book/tutorials/Data_Integration/Sample_Data/California_Power_Plants.cpg

@@ -0,0 +1 @@
+UTF-8

book/tutorials/Data_Integration/Sample_Data/California_Power_Plants.prj

@@ -0,0 +1 @@
+GEOGCS["GCS_North_American_1983",DATUM["D_North_American_1983",SPHEROID["GRS_1980",6378137.0,298.257222101]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]]

book/tutorials/Data_Integration/Sample_Data/California_Power_Plants.shp.xml

@@ -0,0 +1,2 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<metadata xml:lang="en"><Esri><CreaDate>20240720</CreaDate><CreaTime>17463100</CreaTime><ArcGISFormat>1.0</ArcGISFormat><SyncOnce>FALSE</SyncOnce><DataProperties><itemProps><itemName Sync="TRUE">Power_Plant</itemName><imsContentType Sync="TRUE">002</imsContentType></itemProps><coordRef><type Sync="TRUE">Projected</type><geogcsn Sync="TRUE">GCS_WGS_1984</geogcsn><csUnits Sync="TRUE">Linear Unit: Meter (1.000000)</csUnits><projcsn Sync="TRUE">WGS_1984_Web_Mercator_Auxiliary_Sphere</projcsn><peXml Sync="TRUE">&lt;ProjectedCoordinateSystem xsi:type='typens:ProjectedCoordinateSystem' 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/2.9.0'&gt;&lt;WKT&gt;PROJCS[&amp;quot;WGS_1984_Web_Mercator_Auxiliary_Sphere&amp;quot;,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]],PROJECTION[&amp;quot;Mercator_Auxiliary_Sphere&amp;quot;],PARAMETER[&amp;quot;False_Easting&amp;quot;,0.0],PARAMETER[&amp;quot;False_Northing&amp;quot;,0.0],PARAMETER[&amp;quot;Central_Meridian&amp;quot;,0.0],PARAMETER[&amp;quot;Standard_Parallel_1&amp;quot;,0.0],PARAMETER[&amp;quot;Auxiliary_Sphere_Type&amp;quot;,0.0],UNIT[&amp;quot;Meter&amp;quot;,1.0],AUTHORITY[&amp;quot;EPSG&amp;quot;,3857]]&lt;/WKT&gt;&lt;XOrigin&gt;-20037700&lt;/XOrigin&gt;&lt;YOrigin&gt;-30241100&lt;/YOrigin&gt;&lt;XYScale&gt;10000&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;0.001&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;WKID&gt;102100&lt;/WKID&gt;&lt;LatestWKID&gt;3857&lt;/LatestWKID&gt;&lt;/ProjectedCoordinateSystem&gt;</peXml></coordRef></DataProperties><SyncDate>20220805</SyncDate><SyncTime>09132500</SyncTime><ModDate>20220805</ModDate><ModTime>09132500</ModTime></Esri><dataIdInfo><envirDesc Sync="FALSE">Esri ArcGIS 12.9.0.32739</envirDesc><dataLang><languageCode value="eng" Sync="TRUE"/><countryCode value="USA" Sync="TRUE"/></dataLang><idCitation><resTitle Sync="TRUE">Power_Plant</resTitle><presForm><PresFormCd value="005" Sync="TRUE"/></presForm></idCitation><spatRpType><SpatRepTypCd value="001" Sync="TRUE"/></spatRpType></dataIdInfo><mdLang><languageCode value="eng" Sync="TRUE"/><countryCode value="USA" Sync="TRUE"/></mdLang><distInfo><distFormat><formatName Sync="TRUE">File Geodatabase Feature Class</formatName></distFormat></distInfo><mdHrLv><ScopeCd value="005" Sync="TRUE"/></mdHrLv><mdHrLvName Sync="TRUE">dataset</mdHrLvName><refSysInfo><RefSystem><refSysID><identCode code="3857" Sync="TRUE"/><idCodeSpace Sync="TRUE">EPSG</idCodeSpace><idVersion Sync="TRUE">6.18.3(9.3.1.2)</idVersion></refSysID></RefSystem></refSysInfo><spatRepInfo><VectSpatRep><geometObjs Name="Power_Plant"><geoObjTyp><GeoObjTypCd value="004" Sync="TRUE"/></geoObjTyp><geoObjCnt Sync="TRUE">0</geoObjCnt></geometObjs><topLvl><TopoLevCd value="001" Sync="TRUE"/></topLvl></VectSpatRep></spatRepInfo><spdoinfo><ptvctinf><esriterm Name="Power_Plant"><efeatyp Sync="TRUE">Simple</efeatyp><efeageom code="1" Sync="TRUE"/><esritopo Sync="TRUE">FALSE</esritopo><efeacnt Sync="TRUE">0</efeacnt><spindex Sync="TRUE">TRUE</spindex><linrefer Sync="TRUE">FALSE</linrefer></esriterm></ptvctinf></spdoinfo><eainfo><detailed Name="Power_Plant"><enttyp><enttypl Sync="TRUE">Power_Plant</enttypl><enttypt Sync="TRUE">Feature Class</enttypt><enttypc Sync="TRUE">0</enttypc></enttyp><attr><attrlabl Sync="TRUE">OBJECTID</attrlabl><attalias Sync="TRUE">OBJECTID</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">CECPlantID</attrlabl><attalias Sync="TRUE">CECPlantID</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">PlantName</attrlabl><attalias Sync="TRUE">PlantName</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">EIAPlantID</attrlabl><attalias Sync="TRUE">EIAPlantID</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">RPS_Eligible</attrlabl><attalias Sync="TRUE">RPS Eligible</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">SmallPlant</attrlabl><attalias Sync="TRUE">SmallPlant</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Peaker</attrlabl><attalias Sync="TRUE">Peaker</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Small_Hydro</attrlabl><attalias Sync="TRUE">Small Hydro</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">SolarThermal</attrlabl><attalias Sync="TRUE">SolarThermal</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Pumped_Storage</attrlabl><attalias Sync="TRUE">Pumped Storage</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Pumping_Generating</attrlabl><attalias Sync="TRUE">Pumping-Generating</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">SelfGeneration</attrlabl><attalias Sync="TRUE">SelfGeneration</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">SelfGenerationNAICSID</attrlabl><attalias Sync="TRUE">SelfGenerationNAICSID</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">CoGeneration</attrlabl><attalias Sync="TRUE">CoGeneration</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">CoGenerationNAICSID</attrlabl><attalias Sync="TRUE">CoGenerationNAICSID</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">NoReport</attrlabl><attalias Sync="TRUE">NoReport</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Retired_Plant</attrlabl><attalias Sync="TRUE">Retired Plant</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">CEC_Jurisdictional</attrlabl><attalias Sync="TRUE">CEC_Jurisdictional</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">OwnerID</attrlabl><attalias Sync="TRUE">Owner</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">UtilityID</attrlabl><attalias Sync="TRUE">Utility</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">OperatorCompanyID</attrlabl><attalias Sync="TRUE">Operator Company</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">PreparerCompanyID</attrlabl><attalias Sync="TRUE">PreparerCompanyID</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Street</attrlabl><attalias Sync="TRUE">Street</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">City</attrlabl><attalias Sync="TRUE">City</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">County</attrlabl><attalias Sync="TRUE">County</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">State</attrlabl><attalias Sync="TRUE">State</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Zip</attrlabl><attalias Sync="TRUE">Zip</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Capacity_Latest</attrlabl><attalias Sync="TRUE">Capacity_Latest</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Units</attrlabl><attalias Sync="TRUE">Units</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">PriEnergySource</attrlabl><attalias Sync="TRUE">PriEnergySource</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">LastReportedYear</attrlabl><attalias Sync="TRUE">LastReportedYear</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Lon_WGS84</attrlabl><attalias Sync="TRUE">POINT_X</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Lat_WGS84</attrlabl><attalias Sync="TRUE">POINT_Y</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Annual_Hyperlink</attrlabl><attalias Sync="TRUE">Annual Hyperlink</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Monthly_Hyperlink</attrlabl><attalias Sync="TRUE">Monthly Hyperlink</attalias><attrtype Sync="TRUE">String</attrtype><attwidth Sync="TRUE">255</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Elevation</attrlabl><attalias Sync="TRUE">Elevation</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr><attr><attrlabl Sync="TRUE">Elevation_ft</attrlabl><attalias Sync="TRUE">Elevation (ft)</attalias><attrtype Sync="TRUE">Double</attrtype><attwidth Sync="TRUE">8</attwidth><atprecis Sync="TRUE">0</atprecis><attscale Sync="TRUE">0</attscale></attr></detailed></eainfo><mdDateSt Sync="TRUE">20220805</mdDateSt></metadata>

book/tutorials/Data_Integration/Sample_Data/Lakes_by_Watershed.cpg

@@ -0,0 +1 @@
+UTF-8

book/tutorials/Data_Integration/Sample_Data/Lakes_by_Watershed.prj

@@ -0,0 +1 @@
+PROJCS["WGS_1984_Web_Mercator_Auxiliary_Sphere",GEOGCS["GCS_WGS_1984",DATUM["D_WGS_1984",SPHEROID["WGS_1984",6378137.0,298.257223563]],PRIMEM["Greenwich",0.0],UNIT["Degree",0.0174532925199433]],PROJECTION["Mercator_Auxiliary_Sphere"],PARAMETER["False_Easting",0.0],PARAMETER["False_Northing",0.0],PARAMETER["Central_Meridian",0.0],PARAMETER["Standard_Parallel_1",0.0],PARAMETER["Auxiliary_Sphere_Type",0.0],UNIT["Meter",1.0]]