Impacts of climate variability and drought on surface water resources in Sub-Saharan Africa using remote sensing: A review

TD Bhaga, T Dube, MD Shekede, C Shoko - Remote Sensing, 2020 - mdpi.com
Climate variability and recurrent droughts have caused remarkable strain on water
resources in most regions across the globe, with the arid and semi-arid areas being the …

Surface water detection and delineation using remote sensing images: A review of methods and algorithms

TV Bijeesh, KN Narasimhamurthy - Sustainable Water Resources …, 2020 - Springer
Multispectral and hyperspectral images captured by remote sensing satellites or airborne
sensors contain abundant information that can be used to study and analyze objects of …

A network combining a transformer and a convolutional neural network for remote sensing image change detection

G Wang, B Li, T Zhang, S Zhang - Remote Sensing, 2022 - mdpi.com
With the development of deep learning techniques in the field of remote sensing change
detection, many change detection algorithms based on convolutional neural networks …

Detection of water spread area changes in eutrophic lake using landsat data

V Deoli, D Kumar, A Kuriqi - Sensors, 2022 - mdpi.com
Adequate water resource management is essential for fulfilling ecosystem and human
needs. Nainital Lake is a popular lake in Uttarakhand State in India, attracting lakhs of …

Integrating remote sensing derived indices and machine learning algorithms for precise extraction of small surface water bodies in the lower Thoubal river watershed …

MH Rahaman, M Masroor, H Sajjad - Journal of Cleaner Production, 2023 - Elsevier
Surface water resources have witnessed various challenges namely shortage of water
availability, deterioration in water quality and reduction of water bodies due to climate …

Monitoring of dynamic wetland changes using NDVI and NDWI based landsat imagery

A Ashok, HP Rani, KV Jayakumar - Remote Sensing Applications: Society …, 2021 - Elsevier
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 …

Simulation of future land surface temperature distribution and evaluating surface urban heat island based on impervious surface area

A Sekertekin, E Zadbagher - Ecological Indicators, 2021 - Elsevier
This study aims to simulate the future form of Land Surface Temperature (LST) distribution
and Surface Urban Heat Island (SUHI) evaluation based on the impervious surface area. For …

Retrieval of land-use/land cover change (LUCC) maps and urban expansion dynamics of Hyderabad, Pakistan via Landsat datasets and support vector machine …

S Ul Din, HWL Mak - Remote Sensing, 2021 - mdpi.com
Land-use/land cover change (LUCC) is an important problem in developing and under-
developing countries with regard to global climatic changes and urban morphological …

Comparing thresholding with machine learning classifiers for mapping complex water

T Bangira, SM Alfieri, M Menenti, A Van Niekerk - Remote Sensing, 2019 - mdpi.com
Small reservoirs play an important role in mining, industries, and agriculture, but storage
levels or stage changes are very dynamic. Accurate and up-to-date maps of surface water …

Methodological evaluation of vegetation indexes in land use and land cover (LULC) classification

VS da Silva, G Salami, MIO da Silva… - Geology, Ecology …, 2020 - Taylor & Francis
Vegetation indices are intended to emphasize the vegetation spectral behavior in relation to
the soil and other terrestrial surface targets. The objective of this study was to evaluate the …