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SPDSS_Task89-2_CropLandUseClassificationProcedures_20060929
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SPDSS_Task89-2_CropLandUseClassificationProcedures_20060929
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Last modified
4/17/2013 9:54:12 AM
Creation date
6/5/2008 9:24:41 AM
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Decision Support Systems
Title
SPDSS Task 89.2 - Crop and Land Use Classification Procedures for Year 2001
Description
This memorandum describes the activities conducted under Task 89: ‘Mapping of Irrigated Land Use and Irrigated Parcel Boundaries’ for year 2001 and complements the SPDSS Memoranda for Task 89.1 and Task 90.2. This memorandum also provides details on the methods used to conduct a number of Task 89 activities, including Task 89.3: Determine Irrigated Vs. Non-irrigated Lands, Task 89.4: Identify Crop Types In Each Polygon, Task 89.5: Review, Revision and Final Classification, and Task 89.6: Conduct Accuracy Assessment, as well as the results obtained from these activities for year 2001.
Decision Support - Doc Type
Task Memorandum
Date
9/29/2006
DSS Category
GIS
DSS
South Platte
Basin
South Platte
Contract/PO #
C153960
Grant Type
Non-Reimbursable
Bill Number
SB01-157, HB02-1152, SB03-110, HB04-1221, SB05-084, HB06-1313, SB07-122
Prepared By
Riverside Technology inc.
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MEMO 89.2 <br />The following is an example of a custom classification rule applied to a homogenous parcel, populated <br />mostly by pixels classified as corn: <br />Parcel 1 ~~1 <br />If <br />Crop t'rF°o 1 = `Corrti' <br />.end <br />Crop t~rae 2 = C~r;~ Beans <br />.end <br />Crop t~ ~e 3 = ~J,',~° <br />.~4nd <br />h.~aori~y~ fraction = '~~' of Cann <br />.+"411[1 <br />Homo~~ne~t~f ='~ f~orlacrl~€~ua and ccilti~uous oarcei:~ <br />Then <br />P a rcol 10 01 ~ _ `!:~orrr~ <br />Furthermore, the rules allowed for the detection of parcels that were difficult to identify during the visual <br />interpretation process (i.e., parcels with two or more major crop types with similar temporal NDVI <br />signatures, such as Corn and Sugar Beets). The following example shows the case of a parcel populated <br />by pixels of Corn and Sugar Beets in two equally distributed and homogenous halves: <br />Parcel 1 L~C~0 <br />If <br />Crop t'l~e 1 = 'horn' <br />.And <br />Crap t•yr~e ~ _ ~~u~ar ~~~ts~ <br />.+~nd <br />.~4nd <br />Majoriy~ fraction = 'S25~' of morn <br />.end <br />Horn,o~~onelk~y = ~ ;h•omogenerue and canµgu~ous p~arcpl',~ <br />Then <br />Parcel 10~2C = `~l Parcol' <br />Consequently, the split parcels were flagged and later were manually separated into separate parcels as <br />part of the classification refinement process. <br />In the fourth step, information collected on `Vegetables' and other cover types, such as `Sod Farms' and <br />`Orchard and Tree Nurseries' was manually assigned to the corresponding irrigated parcels. In a similar <br />way, information on irrigation status and crop type collected from interviews with water users, irrigation <br />companies, and irrigation authorities conducted under SPDSS Task 91.3 was incorporated into the <br />classification. During these interviews, water users verified parcel irrigation and crop types on <br />classification maps provided by RTi. For more details on interviews with water users, please see SPDSS <br />Memorandum 91. If water users found discrepancies, the corresponding observations were made on the <br />maps. These observations were then verified against NDVI values and crop type temporal patterns to <br />screen possible errors. After the NDVI verification, these edits were incorporated into the SPDSS crop <br />type classification. Results of the irrigated acreage by crop type are presented in SPDSS Memorandum <br />91. <br />Page 20 of 45 ~R~versfde FecAnotogy, fnc. <br />4'JaYer Resources Errgi~ecr:np an~i CansuFlrnp <br />
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