| Description |
1 online resource (451 p.) |
| Contents |
Cover -- Half Title -- Title -- Copyright -- Contents -- Preface -- Acknowledgements -- About the Editors -- List of Contributors -- Part I Mapping of Cropland and Agriculture Transformation -- Chapter 1 Agricultural Transformation and Climatic Issues Using Geospatial Technology: An Overview -- 1.1 Introduction -- 1.1.1 Mapping of Cropland and Agriculture Transformation -- 1.2 Forest Vegetation, Disaster Resilience, and Sustainable Development -- 1.3 Application of Remote Sensing and GIS-Based Approach in Agricultural Practice and Climatic Issues -- 1.4 Conclusion -- References |
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Chapter 2 A Deep Learning Framework for Extraction of Crop and Forest Cover from Multispectral Remote Sensing Images -- 2.1 Introduction -- 2.2 Literature Survey -- 2.3 Study Area and Dataset Used -- 2.4 Methodology -- 2.5 Experimental Results -- 2.6 Conclusion -- References -- Chapter 3 Crop Pattern Mapping Using GIS and Remote Sensing: A Case Study from Multan District of Pakistan -- 3.1 Introduction -- 3.2. Site Description and Methodology -- 3.2.1 Selected Site -- 3.2.2 Data Acquisition -- 3.2.3 Methodology -- 3.3 Results -- 3.3.1 Crop Production -- 3.3.2 Crop Identification |
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3.3.3 Normalized Difference Vegetation Index during Rabi and Kharif Seasons -- 3.3.4 Land-Use/Land-Cover Mapping -- 3.3.5 Cropping Pattern -- 3.4 Discussion -- 3.5 Conclusion -- References -- Chapter 4 Shrinking of Cropland Using Geospatial Approach: A Case Study of Asansol Urban Agglomeration -- 4.1 Introduction -- 4.2 Study Area -- 4.3 Material and Methods -- 4.3.1 Satellite Images -- 4.3.2 Reference Data -- 4.3.3 Pre-processing of Satellite Images -- 4.3.4 Land-Use/Land-Cover Classification -- 4.3.5 Analysis of the Directional Zone and Intensity of Agricultural Shrinkage |
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4.3.6 Accuracy Assessment -- 4.3.7 Normalized Difference Vegetation Index -- 4.3.8 Land Surface Temperature -- 4.3.9 Correlation and Regression Analyses -- 4.4 Results and Discussion -- 4.4.1 Land-Use and Land-Cover Status and Their Changing Scenario -- 4.4.2 Analysis of Land Transformation Between 1991 and 2021 -- 4.4.3 Spatial Shrinkage of the Cropland Area -- 4.4.4 Zone-Wise Directional Shrinkage of the Cropland Area -- 4.5 Conclusion -- References -- Chapter 5 Fuzzy-Model-Based Spatio-Temporal Characterisation of Dalbergia sissoo in Doon Valley: Post-Classification Approach |
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5.1 Introduction -- 5.2 Mathematical Concepts -- 5.2.1 Vegetation Index -- 5.2.2 Classification Algorithm Used -- 5.2.3 Training Parameter Concept -- 5.2.4 Accuracy Assessment -- 5.3 Study Area -- 5.4 Materials and Methods -- 5.4.1 Field Data -- 5.4.2 Satellite Data -- 5.4.3 Method -- 5.4.4 Pre-processing -- 5.4.5 Classification -- 5.4.6 Change Detection -- 5.5 Results and Discussion -- 5.5.1 Phenological Cycle of D. sissoo in 2018 and 2021 Based on NDVI -- 5.5.2 The Classified Output of 2018 and 2021 -- 5.5.3 Change Detection -- 5.5.4 Discussion -- 5.6 Conclusion -- References |
| Notes |
Description based upon print version of record |
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Chapter 6 Encroachment on Agricultural Land by Horizontal Development of Built-up Area: A Case Study of Sagar Island, East Coast of India |
| Subject |
Environmental management -- Geographic information systems
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Geoinformatics.
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Geospatial data -- South Asia
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| Form |
Electronic book
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| Author |
Alam, Asraful
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Siddiqui, Azizur Rahman
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| ISBN |
9781003823582 |
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1003823580 |
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