Water Quality Chl-a Inversion Based on Spatio-Temporal Fusion and Convolutional Neural Network

Monitoring terrain elevation of intertidal wetlands by utilising the spatial-temporal fusion of multi-source satellite data: A case study in the Yangtze (Changjiang) Estuary

(2021) Wenli Gao et al.   GEOMORPHOLOGY

Generating surface soil moisture at 30 m spatial resolution using both data fusion and machine learning toward better water resources management at the field scale

(2021) Ahmed Samir Abowarda et al.   REMOTE SENSING OF ENVIRONMENT

Deep Learning with WASI Simulation Data for Estimating Chlorophyll a Concentration of Inland Water Bodies

(2021) Philipp M. Maier et al.   Remote Sensing

Research on Inversion Mechanism of Chlorophyll—A Concentration in Water Bodies Using a Convolutional Neural Network Model

(2021) Yun Xue et al.   Water

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

Remote Sensing-Based Analysis of Spatial and Temporal Water Colour Variations in Baiyangdian Lake after the Establishment of the Xiong’an New Area

(2021) Yelong Zhao et al.   Remote Sensing

Inversion of Chlorophyll-a Concentration in Donghu Lake Based on Machine Learning Algorithm

(2021) Xiaodong Tang et al.   Water

Comparing deep learning with several typical methods in prediction of assessing chlorophyll-a by remote sensing: a case study in Taihu Lake, China

(2021) Xiaolan Zhao et al.   Water Science and Technology-Water Supply

A novel multi-source data fusion method based on Bayesian inference for accurate estimation of chlorophyll-a concentration over eutrophic lakes

(2021) Cheng Chen et al.   ENVIRONMENTAL MODELLING & SOFTWARE

Modeling tree canopy height using machine learning over mixed vegetation landscapes

(2021) Hui Wang et al.   International Journal of Applied Earth Observation and Geoinformation

Multisensor fusion of remotely sensed vegetation indices using space‐time dynamic linear models

(2021) Margaret C Johnson et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

A decadal (2008–2017) daily evapotranspiration data set of 1 km spatial resolution and spatial completeness across the North China Plain using TSEB and data fusion

(2021) Caijin Zhang et al.   REMOTE SENSING OF ENVIRONMENT

Remote sensing of sun-induced chlorophyll-a fluorescence in inland and coastal waters: Current state and future prospects

(2021) Remika S. Gupana et al.   REMOTE SENSING OF ENVIRONMENT

Quantification of chlorophyll-a in typical lakes across China using Sentinel-2 MSI imagery with machine learning algorithm

(2021) Sijia Li et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Different storm responses of organic carbon transported to Lake Taihu by the eutrophic Tiaoxi River, China

(2021) Dong Liu et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Reconstruction of arctic SST data and generation of multi-source satellite fusion products with high temporal and spatial resolutions

(2021) Yuheng Li et al.   Remote Sensing Letters

High concentrations of dissolved biogenic methane associated with cyanobacterial blooms in East African lake surface water

(2021) Stefano Fazi et al.   Communications Biology

Chlorophyll-a Retrieval From Sentinel-2 Images Using Convolutional Neural Network Regression

(2021) Erchan Aptoula et al.   IEEE Geoscience and Remote Sensing Letters

Water clarity changes in Lake Taihu over 36 years based on Landsat TM and OLI observations

(2021) Ziyao Yin et al.   International Journal of Applied Earth Observation and Geoinformation

Feasibility of the Spatiotemporal Fusion Model in Monitoring Ebinur Lake’s Suspended Particulate Matter under the Missing-Data Scenario

(2021) Changjiang Liu et al.   Remote Sensing

Impact of upstream landslide on perialpine lake ecosystem: An assessment using multi-temporal satellite data

(2020) Paolo Villa et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Measuring the Urban Land Surface Temperature Variations Under Zhengzhou City Expansion Using Landsat-Like Data

(2020) Haibo Yang et al.   Remote Sensing

Remote estimation of chlorophyll a concentrations over a wide range of optical conditions based on water classification from VIIRS observations

(2020) Guangjia Jiang et al.   REMOTE SENSING OF ENVIRONMENT

Water remote sensing eutrophication inversion algorithm based on multilayer convolutional neural network

(2020) Feng Lei et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Plastic pollution impacts on marine carbon biogeochemistry

(2020) Luisa Galgani et al.   ENVIRONMENTAL POLLUTION

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

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

Water Quality Retrieval from PRISMA Hyperspectral Images: First Experience in a Turbid Lake and Comparison with Sentinel-2

(2020) Milad Niroumand-Jadidi et al.   Remote Sensing

Improved Radiometric and Spatial Capabilities of the Coastal Zone Imager Onboard Chinese HY-1C Satellite for Inland Lakes

(2020) Zhigang Cao et al.   IEEE Geoscience and Remote Sensing Letters

Water quality related to Conservation Reserve Program (CRP) and cropland areas: Evidence from multi-temporal remote sensing

(2020) Dameng Yin et al.   International Journal of Applied Earth Observation and Geoinformation

A Machine Learning Approach to Estimate Surface Chlorophyll a Concentrations in Global Oceans From Satellite Measurements

(2020) Chuanmin Hu et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Retrieving the Lake Trophic Level Index with Landsat-8 Image by Atmospheric Parameter and RBF: A Case Study of Lakes in Wuhan, China

(2019) Yadong Zhou et al.   Remote Sensing

Performance of Landsat-8 and Sentinel-2 surface reflectance products for river remote sensing retrievals of chlorophyll-a and turbidity

(2019) Catherine Kuhn et al.   REMOTE SENSING OF ENVIRONMENT

Water-Quality Classification of Inland Lakes Using Landsat8 Images by Convolutional Neural Networks

(2019) Fangling Pu et al.   Remote Sensing

Projected Climatic and Hydrologic Changes to Lake Victoria Basin Rivers under Three RCP Emission Scenarios for 2015–2100 and Impacts on the Water Sector

(2019) Lydia A. Olaka et al.   Water

A Comprehensive and Automated Fusion Method: The Enhanced Flexible Spatiotemporal DAta Fusion Model for Monitoring Dynamic Changes of Land Surface

(2019) Shi et al.   Applied Sciences-Basel

Coupling remote sensing data with in-situ optical measurements to estimate suspended particulate matter under the Evros river influence (North-East Aegean sea, Greece)

(2019) Athina Tsapanou et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Effect of Satellite Temporal Resolution on Long-Term Suspended Particulate Matter in Inland Lakes

(2019) Zhigang Cao et al.   Remote Sensing

Spatio-temporal water quality mapping from satellite images using geographically and temporally weighted regression

(2018) Hone-Jay Chu et al.   International Journal of Applied Earth Observation and Geoinformation

Evaluation of atmospheric correction and high-resolution processing on SeaDAS-derived chlorophyll-a: an example from mid-latitude mesotrophic waters

(2018) James M. Bramich et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Fusing Landsat and MODIS data to retrieve multispectral information from fire-affected areas over tropical savannah environments in the Brazilian Amazon

(2018) Daniel Borini Alves et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Improved MODIS-Aqua Chlorophyll-a Retrievals in the Turbid Semi-Enclosed Ariake Bay, Japan

(2018) Meng Meng Yang et al.   Remote Sensing

Remote estimation of colored dissolved organic matter and chlorophyll-a in Lake Huron using Sentinel-2 measurements

(2017) Jiang Chen et al.   Journal of Applied Remote Sensing

Application of Landsat 8 imagery to regional-scale assessment of lake water quality

(2016) Jacek Andrzej Urbanski et al.   International Journal of Applied Earth Observation and Geoinformation

Analysis and Inversion of the Nutritional Status of China’s Poyang Lake Using MODIS Data

(2016) Jiang Hui et al.   Journal of the Indian Society of Remote Sensing

A flexible spatiotemporal method for fusing satellite images with different resolutions

(2016) Xiaolin Zhu et al.   REMOTE SENSING OF ENVIRONMENT

Barriers to adopting satellite remote sensing for water quality management

(2013) Blake A. Schaeffer et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Assessing the accuracy of blending Landsat–MODIS surface reflectances in two landscapes with contrasting spatial and temporal dynamics: A framework for algorithm selection

(2013) Irina V. Emelyanova et al.   REMOTE SENSING OF ENVIRONMENT

An Enhanced Spatial and Temporal Data Fusion Model for Fusing Landsat and MODIS Surface Reflectance to Generate High Temporal Landsat-Like Data

(2013) Wei Zhang et al.   Remote Sensing

An Improved Image Fusion Approach Based on Enhanced Spatial and Temporal the Adaptive Reflectance Fusion Model

(2013) Dongjie Fu et al.   Remote Sensing

Remote sensing of water quality in an Australian tropical freshwater impoundment using matrix inversion and MERIS images

(2011) Glenn Campbell et al.   REMOTE SENSING OF ENVIRONMENT

Cogs in the endless machine: Lakes, climate change and nutrient cycles: A review

(2011) Brian Moss   SCIENCE OF THE TOTAL ENVIRONMENT