Monitoring inland water via Sentinel satellite constellation: A review and perspective
Abstract Clean Water and Sanitation, the sixth goal of Sustainable Development Goals
(SDGs 6) is a call for action by the United Nations aiming at balancing the water cycle for …
(SDGs 6) is a call for action by the United Nations aiming at balancing the water cycle for …
Meta-Analysis of Satellite Observations for United Nations Sustainable Development Goals: Exploring the Potential of Machine Learning for Water Quality Monitoring
SS Mukonza, JL Chiang - Environments, 2023 - mdpi.com
This review paper adopts bibliometric and meta-analysis approaches to explore the
application of supervised machine learning regression models in satellite-based water …
application of supervised machine learning regression models in satellite-based water …
[HTML][HTML] Changes of water clarity in large lakes and reservoirs across China observed from long-term MODIS
Water clarity is a well-established first-order indicator of water quality and has been used
globally by water regulators in their monitoring and management programs. Assessments of …
globally by water regulators in their monitoring and management programs. Assessments of …
Water clarity in Brazilian water assessed using Sentinel-2 and machine learning methods
DA Maciel, CCF Barbosa, EML de Moraes Novo… - ISPRS Journal of …, 2021 - Elsevier
Abstract Secchi Disk Depth (Z sd) is one of the widely used water quality measurements.
Controlled by variations in Optically Active Constituents, it is a key index of overall water …
Controlled by variations in Optically Active Constituents, it is a key index of overall water …
Sentinel-3 OLCI observations of water clarity in large lakes in eastern China: Implications for SDG 6.3. 2 evaluation
Abstract The Sustainable Development Goal (SDG) 6.3. 2 of the United Nations (UN)
focuses on ambient water quality, while water clarity simplistically and visually reflect water …
focuses on ambient water quality, while water clarity simplistically and visually reflect water …
Quantification of lake clarity in China using Landsat OLI imagery data
The eutrophication of lake and reservoir (hereafter referred to as lakes) has attracted
concerns from the public and government in China. Water clarity is a reliable indicator for …
concerns from the public and government in China. Water clarity is a reliable indicator for …
Water clarity mapping of global lakes using a novel hybrid deep-learning-based recurrent model with Landsat OLI images
Abstract Information regarding water clarity at large spatiotemporal scales is critical for
understanding comprehensive changes in the water quality and status of ecosystems …
understanding comprehensive changes in the water quality and status of ecosystems …
Quantifying CDOM and DOC in major Arctic rivers during ice-free conditions using Landsat TM and ETM+ data
As high-latitudes warm, permafrost thaws, and the hydrological cycle accelerates, ground-
based monitoring of riverine organic matter may be supplemented by satellite remote …
based monitoring of riverine organic matter may be supplemented by satellite remote …
A semi-analytical model to estimate Chlorophyll-a spatial-temporal patterns from Orbita Hyperspectral image in inland eutrophic waters
It can be challenging to accurately estimate the Chlorophyll-a (Chl-a) concentration in inland
eutrophic lakes due to lakes' extremely complex optical properties. The Orbita Hyperspectral …
eutrophic lakes due to lakes' extremely complex optical properties. The Orbita Hyperspectral …
Mapping water clarity in North American lakes and reservoirs using Landsat images on the GEE platform with the RGRB model
Lakes and reservoirs provide important ecosystem services that support human welfare and
socio-economic activities. However, in many world regions, the ecological integrity of lakes …
socio-economic activities. However, in many world regions, the ecological integrity of lakes …