Remote sensing and geostatistics in urban water-resource monitoring: A review

Z Liu, J Xu, M Liu, Z Yin, X Liu, L Yin… - Marine and Freshwater …, 2023 - CSIRO Publishing
Context At present, many cities are facing severe water-resources problems caused by
urbanisation. With the development of remote sensing and geostatistics, they have been …

A survey of machine learning and deep learning in remote sensing of geological environment: Challenges, advances, and opportunities

W Han, X Zhang, Y Wang, L Wang, X Huang… - ISPRS Journal of …, 2023 - Elsevier
Due to limited resources and environmental pollution, monitoring the geological
environment has become essential for many countries' sustainable development. As various …

Detecting, extracting, and monitoring surface water from space using optical sensors: A review

C Huang, Y Chen, S Zhang, J Wu - Reviews of Geophysics, 2018 - Wiley Online Library
Observation of surface water is a functional requirement for studying ecological and
hydrological processes. Recent advances in satellite‐based optical remote sensors have …

Water bodies' mapping from Sentinel-2 imagery with modified normalized difference water index at 10-m spatial resolution produced by sharpening the SWIR band

Y Du, Y Zhang, F Ling, Q Wang, W Li, X Li - Remote Sensing, 2016 - mdpi.com
Monitoring open water bodies accurately is an important and basic application in remote
sensing. Various water body mapping approaches have been developed to extract water …

Mapping of urban surface water bodies from Sentinel-2 MSI imagery at 10 m resolution via NDWI-based image sharpening

X Yang, S Zhao, X Qin, N Zhao, L Liang - Remote Sensing, 2017 - mdpi.com
This study conducts an exploratory evaluation of the performance of the newly available
Sentinel-2A Multispectral Instrument (MSI) imagery for mapping water bodies using the …

Water body classification from high-resolution optical remote sensing imagery: Achievements and perspectives

Y Li, B Dang, Y Zhang, Z Du - ISPRS Journal of Photogrammetry and …, 2022 - Elsevier
Water body classification from high-resolution optical remote sensing (RS) images, aiming at
classifying whether each pixel of the image is water or not, has become a hot issue in the …

[HTML][HTML] Urban surface water body detection with suppressed built-up noise based on water indices from Sentinel-2 MSI imagery

X Yang, Q Qin, P Grussenmeyer, M Koehl - Remote sensing of environment, 2018 - Elsevier
Water spectral indices can enhance the difference between water bodies and background
features. Thus, they have been widely used to extract and map surface water bodies based …

Constructing long-term high-frequency time series of global lake and reservoir areas using Landsat imagery

F Yao, J Wang, C Wang, JF Crétaux - Remote Sensing of Environment, 2019 - Elsevier
Improved monitoring of inundation area variations in lakes and reservoirs is crucial for
assessing surface water resources in a growing population and a changing climate …

The maturation of ecosystem services: Social and policy research expands, but whither biophysically informed valuation?

KMA Chan, T Satterfield - People and Nature, 2020 - Wiley Online Library
The concept of ecosystem services (ES) has risen to prominence based on its promise to
vastly improve environmental decision‐making and to represent nature's many benefits to …

Lake storage variation on the endorheic Tibetan Plateau and its attribution to climate change since the new millennium

F Yao, J Wang, K Yang, C Wang… - Environmental …, 2018 - iopscience.iop.org
Alpine lakes in the interior of Tibet, the endorheic Changtang Plateau (CP), serve as'
sentinels' of regional climate change. Recent studies indicated that accelerated climate …