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Monitoring of dynamic wetland changes using NDVI and NDWI based landsat imagery
Remote Sensing Applications: Society and Environment, 2021Abstract Recent initiatives using the GIS tools for mapping and analysis of wetland dynamics bring the hope for an effective wetland management. Degraded or modified wetlands are more sensitive and less resilient to the climate change. This paper focusses on a study of water bodies in Sirmaur District, Uttarakhand, India with the special focus on ...
Amgoth Ashok +2 more
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Spatial and temporal variation in NDVI and NDWI of the Ukhma River Basin, Central India
JOURNAL OF SCIENTIFIC RESEARCH, 2022 The present study is a reasonable step on quantitative approaches of water management and advancement of groundwater potential for watershed development of the Ukhma River Basin with the help of remote sensing and GIS techniques. The Ukhma River is one of the significant NW (north-west) flowing tributaries of the Tons River in Central India occupying a
S. Singh +3 more
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NDWI-DeepLabv3+: High-Precision Extraction of Water Bodies from Remote Sensing Images
2020 The 3rd International Conference on Machine Learning and Machine Intelligence, 2020How to efficiently and accurately extract water bodies from remote sensing images is the focus of scholars' research. Current research often does not make full use of the unique multi-band data of remote sensing images. This paper proposes an improved NDWI-DeepLabv3+ network to improve the accuracy of water body extraction, especially from urban remote
Yuhao Peng +4 more
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International Journal of Remote Sensing, 2006 The normalized difference water index (NDWI) of McFeeters (1996) was modified by substitution of a middle infrared band such as Landsat TM band 5 for the near infrared band used in the NDWI. The modified NDWI (MNDWI) can enhance open water features while
Hanqiu Xu
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Remote Sensing, 2021 Quantitative and accurate urban land information on regional and global scales is urgently required for studying socioeconomic and eco-environmental problems.
Yuanmao Zheng +2 more
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Domain Adaptation using NDWI index for Water-land Semantic Segmentation
The 2021 3rd International Conference on Big Data Engineering, 2021Recently, deep-learning based method has achieved great success in remote sensing image segmentation. Deep neural networks for semantic segmentation always require a large number of samples, which becomes a tough problem especially in remote sensing area.
Cheng Gu, Wenxin Hu, Wei Zheng
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Water Body Detection Analysis Using NDWI Indices Derived from Landsat-8 OLI
Polish Journal of Environmental Studies, 2020 Normalized different water indices (NDWIs) derived from satellite images are commonly and successfully utilized in surface water body detection and mapping.
Emre Ozelkan
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Remote Sensing, 2021 Over the last 50 years, countries across North Africa and the Middle East have seen a significant increase in dam construction which, notwithstanding their benefits, have endangered archaeological heritage.
Andrea Titolo
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The use of the Normalized Difference Water Index (NDWI) in the delineation of open water features
International Journal of Remote Sensing, 1996S. K. McFeeters
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Mariculture Zones Extraction Using NDWI and NDVI
Advanced Materials Research, 2013On the analysis of spectral characteristics of Aoshan remote sensing images, we find the spectral differences between mariculture zones and other surface features. This paper combines normalized difference water index with mariculture zones distribution planning to complete the extraction and the statistics of the mariculture zones, in order to ...
Hong Jun Pan +3 more
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