Agricultural Applications of Earth Observation (Earth Observation)

Fu, Peng (EDT)

Elsevier - Health Sciences Division（2026/02発売）

• 製本 Paperback:紙装版/ペーパーバック版／ページ数 364 p.
• 言語 ENG
• 商品コード 9780443383458
• DDC分類 630.2084

Full Description

Agricultural Applications of Earth Observation details the revolutionary impact of satellite and remote sensing technologies in enhancing agricultural practices. It bridges the knowledge gap by making advanced satellite and sensor data understandable and applicable, enabling readers to select the best tools for specific agricultural needs. Real-world case studies and practical examples demonstrate the successful implementation of Earth Observation technologies in agriculture, inspiring readers with tangible results and encouraging innovative thinking. Agricultural Applications of Earth Observation enables readers to apply Earth Observation technologies to enhance agronomical sustainability and contribute to more environmentally friendly practices. With detailed methodologies and a range of additional supplementary elements, the book equips readers with the knowledge and tools to drive the future of agriculture into a more sustainable era.

Contents

1. Introduction to Earth Observation in Agriculture
2. Retrieval of key agricultural variables using radiative transfer modeling
3. Retrievals of parameters characterising land surface interactions from the synergy of EO data with simulation process models
4. Monitoring evapotranspiration in agricultural fields
5. Monitoring crop phenology with remote sensing
6. Mapping cropland extent with Landsat image using machine learning
7. Satellite imagery-based mapping of crop yield
8. Learning feature representations with recurrent neural networks for the Earth Sciences
9. Drought Monitoring based on Remote Sensing and Multiple Data Fusion
10. Carbon sequestration potential in abandoned cropland
11. Remote sensing of soil moisture in agroecosystems