Monitoring water quality using proximal remote sensing technology

Remote sensing estimation of water clarity for various lakes in China

(2021) Yibo Zhang et al.   WATER RESEARCH

Retrieval model for total nitrogen concentration based on UAV hyper spectral remote sensing data and machine learning algorithms – A case study in the Miyun Reservoir, China

(2021) Jiang Qun'ou et al.   ECOLOGICAL INDICATORS

Seamless retrievals of chlorophyll-a from Sentinel-2 (MSI) and Sentinel-3 (OLCI) in inland and coastal waters: A machine-learning approach

(2020) Nima Pahlevan et al.   REMOTE SENSING OF ENVIRONMENT

A machine learning approach to estimate chlorophyll-a from Landsat-8 measurements in inland lakes

(2020) Zhigang Cao et al.   REMOTE SENSING OF ENVIRONMENT

A machine learning-based strategy for estimating non-optically active water quality parameters using Sentinel-2 imagery

(2020) Hongwei Guo et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remotely assessing and monitoring coastal and inland water quality in China: Progress, challenges and outlook

(2019) Yujiu Xiong et al.   CRITICAL REVIEWS IN ENVIRONMENTAL SCIENCE AND TECHNOLOGY

A comparison of linear regression, regularization, and machine learning algorithms to develop Europe-wide spatial models of fine particles and nitrogen dioxide

(2019) Jie Chen et al.   ENVIRONMENT INTERNATIONAL

Widespread global increase in intense lake phytoplankton blooms since the 1980s

(2019) Jeff C. Ho et al.   NATURE

A semi-analytical approach for remote sensing of trophic state in inland waters: Bio-optical mechanism and application

(2019) Kun Shi et al.   REMOTE SENSING OF ENVIRONMENT

Retrieval of Chemical Oxygen Demand through Modified Capsule Network Based on Hyperspectral Data

(2019) Deng et al.   Applied Sciences-Basel

Remote sensing retrievals of colored dissolved organic matter and dissolved organic carbon dynamics in North American estuaries and their margins

(2018) Fang Cao et al.   REMOTE SENSING OF ENVIRONMENT

Hyperspectral Data and Machine Learning for Estimating CDOM, Chlorophyll a, Diatoms, Green Algae and Turbidity

(2018) Sina Keller et al.   International Journal of Environmental Research and Public Health

Eutrophication, harmful algae and biodiversity — Challenging paradigms in a world of complex nutrient changes

(2017) Patricia M. Glibert   MARINE POLLUTION BULLETIN

Fifteen-year monitoring of the turbidity dynamics in large lakes and reservoirs in the middle and lower basin of the Yangtze River, China

(2017) Xuejiao Hou et al.   REMOTE SENSING OF ENVIRONMENT

Monitoring spatiotemporal variations in nutrients in a large drinking water reservoir and their relationships with hydrological and meteorological conditions based on Landsat 8 imagery

(2017) Yuan Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Evaluation of Empirical and Machine Learning Algorithms for Estimation of Coastal Water Quality Parameters

(2017) Majid Nazeer et al.   ISPRS International Journal of Geo-Information

Ground-based hyperspectral remote sensing of hydrocarbon-induced rock alterations at cement, Oklahoma

(2016) Lei Sun et al.   MARINE AND PETROLEUM GEOLOGY

Developing a Comprehensive Spectral-Biogeochemical Database of Midwestern Rivers for Water Quality Retrieval Using Remote Sensing Data: A Case Study of the Wabash River and Its Tributary, Indiana

(2016) Jing Tan et al.   Remote Sensing

Remote sensing estimation of the total phosphorus concentration in a large lake using band combinations and regional multivariate statistical modeling techniques

(2015) Yongnian Gao et al.   JOURNAL OF ENVIRONMENTAL MANAGEMENT

Long-term remote monitoring of total suspended matter concentration in Lake Taihu using 250m MODIS-Aqua data

(2015) Kun Shi et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing of inland waters: Challenges, progress and future directions

(2015) Stephanie C.J. Palmer et al.   REMOTE SENSING OF ENVIRONMENT

Factors affecting the measurement of CDOM by remote sensing of optically complex inland waters

(2015) Patrick L. Brezonik et al.   REMOTE SENSING OF ENVIRONMENT

Estimation of Chlorophyll-a Concentration and the Trophic State of the Barra Bonita Hydroelectric Reservoir Using OLI/Landsat-8 Images

(2015) Fernanda Watanabe et al.   International Journal of Environmental Research and Public Health

Algorithm development and validation of CDOM properties for estuarine and continental shelf waters along the northeastern U.S. coast

(2014) Antonio Mannino et al.   REMOTE SENSING OF ENVIRONMENT

Mapping inland lake water quality across the Lower Peninsula of Michigan using Landsat TM imagery

(2013) Nathan Torbick et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Exploring spatiotemporal patterns of phosphorus concentrations in a coastal bay with MODIS images and machine learning models

(2013) Ni-Bin Chang et al.   REMOTE SENSING OF ENVIRONMENT

Assessing the impacts of changing land cover and climate on Hokersar wetland in Indian Himalayas

(2012) Shakil Ahmad Romshoo et al.   Arabian Journal of Geosciences

Airborne hyperspectral remote sensing to assess spatial distribution of water quality characteristics in large rivers: The Mississippi River and its tributaries in Minnesota

(2012) Leif G. Olmanson et al.   REMOTE SENSING OF ENVIRONMENT

Rationale for Control of Anthropogenic Nitrogen and Phosphorus to Reduce Eutrophication of Inland Waters

(2011) William M. Lewis et al.   ENVIRONMENTAL SCIENCE & TECHNOLOGY

Using Landsat/TM Imagery to Estimate Nitrogen and Phosphorus Concentration in Taihu Lake, China

(2011) Jun Chen et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Machine learning regression algorithms for biophysical parameter retrieval: Opportunities for Sentinel-2 and -3

(2011) Jochem Verrelst et al.   REMOTE SENSING OF ENVIRONMENT

Empirical estimation of total phosphorus concentration in the mainstream of the Qiantang River in China using Landsat TM data

(2010) Chunfa Wu et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Remote estimation of chlorophyll a in optically complex waters based on optical classification

(2010) Chengfeng Le et al.   REMOTE SENSING OF ENVIRONMENT

Gaussian Processes for Machine Learning

(2009) Songthip T Ounpraseuth   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

The contribution of phytoplankton degradation to chromophoric dissolved organic matter (CDOM) in eutrophic shallow lakes: Field and experimental evidence

(2009) Yunlin Zhang et al.   WATER RESEARCH