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 …
Extreme climate anomalies enhancing cyanobacterial blooms in eutrophic Lake Taihu, China
Climate warming in combination with nutrient enrichment can greatly promote phytoplankton
proliferation and blooms in eutrophic waters. Lake Taihu, China, is a large, shallow and …
proliferation and blooms in eutrophic waters. Lake Taihu, China, is a large, shallow and …
Eutrophication state in the Eastern China based on Landsat 35-year observations
Eutrophication of the eastern plain lake (EPL) region has a significant impact on the
sustainable economic development and is closely related to the shortage of water resources …
sustainable economic development and is closely related to the shortage of water resources …
What water color parameters could be mapped using MODIS land reflectance products: A global evaluation over coastal and inland waters
MODIS surface reflectance product (R_land) has been used to monitor waters due to its free
availability and higher spatial resolution than MODIS ocean bands. However, its applicability …
availability and higher spatial resolution than MODIS ocean bands. However, its applicability …
Microcystins risk assessment in lakes from space: Implications for SDG 6.1 evaluation
Cyanobacterial blooms release a large number of algal toxins (eg, Microcystins, MCs) and
seriously threaten the safety of drinking water sources what the SDG 6.1 pursues (to provide …
seriously threaten the safety of drinking water sources what the SDG 6.1 pursues (to provide …
Anthropogenic transformation of Yangtze Plain freshwater lakes: Patterns, drivers and impacts
Over the past half century, the Yangtze Plain of China has experienced rapid economic
development. Lake reclamation (ie, conversion of natural lake/wetland areas to …
development. Lake reclamation (ie, conversion of natural lake/wetland areas to …
A decade-long chlorophyll-a data record in lakes across China from VIIRS observations
Abstract Chlorophyll-a (Chl-a) is one of the optically active constituents in waters, and its
concentration is frequently utilized as a proxy for lake trophic levels. However, generating a …
concentration is frequently utilized as a proxy for lake trophic levels. However, generating a …
Concerns about phytoplankton bloom trends in global lakes
Satellite remote sensing has been widely used to monitor the water quality of inland and
coastal environments. Using satellite data from the Landsat 5 Thematic Mapper (L5TM), Ho …
coastal environments. Using satellite data from the Landsat 5 Thematic Mapper (L5TM), Ho …
UAV multispectral image-based urban river water quality monitoring using stacked ensemble machine learning algorithms—A case study of the Zhanghe river, China
Timely monitoring of inland water quality using unmanned aerial vehicle (UAV) remote
sensing is critical for water environmental conservation and management. In this study, two …
sensing is critical for water environmental conservation and management. In this study, two …
Landsat observations of chlorophyll-a variations in Lake Taihu from 1984 to 2019
Long-term datasets of chlorophyll-a (Chla) are necessary to evaluate changes in
eutrophication and to assist in lake management; however, current aquatic remote sensing …
eutrophication and to assist in lake management; however, current aquatic remote sensing …