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Plot-Based Land-Cover and Soil-Moisture Mapping Using SAR Data

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

Agricultural production becomes increasingly important as the world demand increases. Monitoring of crop species and soil moisture greatly assists agricultural management. The current study results in a software model, which conveniently extracts agricultural land cover from radar imagery. Based on the same data, soil-moisture, a key parameter of plant growth, can be assessed. Synthetic Aperture Radar data (TerraSAR-X and ALOS PALSAR) have been used. One principal key to information extraction is multi-direction/multi-distance texture analysis on a plot basis. Resulting sets of texture measures are stored in attribute tables. The subsequent classification imbeds elaborate approaches of the “R Environment”. Within the classification module various approaches such as SVM and ANN are available, in addition to different feature selection methods. The model is fully integrated to an ArcGIS user interface. On the other hand, from the TerraSAR data soil-moisture mapping has been performed. This important parameter was calculated for the study area using linear regression equations related to corresponding land-cover types. All results have been verified by synchronous field measurements.

Product Specifications
SKU :COC55146
AuthorAli G. Mahmoud
LanguageEnglish
BindingPaperback
Number of Pages216
Publishing Year2014-05-20T00:00:00.000
ISBN9783659540783
Edition1 st
Book TypeEarth sciences, geography, environment, planning
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-06-08 00:00:00