Produktnummer:
18edff5d8c10714680be5329e0dc4d224b
Themengebiete: | Earth observation Geostatistics Land use land cover Machine learning Urban planning |
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Veröffentlichungsdatum: | 12.07.2024 |
EAN: | 9789819930081 |
Sprache: | Englisch |
Seitenzahl: | 317 |
Produktart: | Kartoniert / Broschiert |
Herausgeber: | Mustak, Sk. Singh, Dharmaveer Srivastava, Prashant Kumar |
Verlag: | Springer Singapore |
Produktinformationen "Advanced Remote Sensing for Urban and Landscape Ecology"
This book introduces the use of various remote sensing data such as microwave, hyperspectral and very high-resolution (VHR) satellite imagery; mapping techniques including pixel and object-based machine learning; and geostatistical modelling techniques including cellular automation, entropy and land fragmentation. Remote sensing plays a vital role in solving urban and environmental challenges at the landscape level. Globally, more than half of the urban population is facing severe environmental and social challenges, especially those relating to climate change, agricultural land encroachment, green infrastructure and environmental degradation, mobility due to rapid rural–urban transformation and anthropogenic interventions. Mapping and quantification of such threats at the landscape level are challenging for experts using traditional techniques; however, remote sensing technology provides diverse spatial data at a varying scale, volume and accessibility for mapping and modelling, and it also analyses challenges at urban and landscape levels.Together, they address challenges at urban and landscape levels to support the Sustainable Development Goals (SDGs).

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