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 …

Satellite imaging reveals increased proportion of population exposed to floods

B Tellman, JA Sullivan, C Kuhn, AJ Kettner, CS Doyle… - Nature, 2021 - nature.com
Flooding affects more people than any other environmental hazard and hinders sustainable
development,. Investing in flood adaptation strategies may reduce the loss of life and …

Inland surface waters quantity monitored from remote sensing

JF Cretaux, S Calmant, F Papa, F Frappart, A Paris… - Surveys in …, 2023 - Springer
In recent decades, water availability, water use, water sharing and freshwater supply for
basic human and economic needs have become central scientific and humanitarian issues …

Earth's surface water change over the past 30 years

G Donchyts, F Baart, H Winsemius, N Gorelick… - Nature Climate …, 2016 - nature.com
Earth's surface gained 115,000 km2 of water and 173,000 km2 of land over the past 30
years, including 20,135 km2 of water and 33,700 km2 of land in coastal areas. Here, we …

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

DT Bui, ND Hoang, F Martínez-Álvarez, PTT Ngo… - Science of The Total …, 2020 - Elsevier
This research proposes and evaluates a new approach for flash flood susceptibility map**
based on Deep Learning Neural Network (DLNN)) algorithm, with a case study at a high …

Sen1Floods11: A georeferenced dataset to train and test deep learning flood algorithms for sentinel-1

D Bonafilia, B Tellman, T Anderson… - Proceedings of the …, 2020 - openaccess.thecvf.com
Accurate flood map** at global scales can support disaster relief and recovery efforts.
Improving flood relief with more accurate data is of great importance due to expected …

Open surface water map** algorithms: A comparison of water-related spectral indices and sensors

Y Zhou, J Dong, X ** algorithms and radiometric terrain correction processing in southeast asia utilizing google earth engine
KN Markert, AM Markert, T Mayer, C Nauman, A Haag… - Remote Sensing, 2020 - mdpi.com
Satellite remote sensing plays an important role in the monitoring of surface water for
historical analysis and near real-time applications. Due to its cloud penetrating capability …

Anzali wetland crisis: unraveling the decline of Iran's ecological gem

M Mahdian, R Noori, MM Salamattalab… - Journal of …, 2024 - Wiley Online Library
The wetland loss rate in Iran is faster than the global average. Comprehending the
shrinkage rate in Iranian wetlands and identifying the underlying drivers of these changes is …