Multi-sensor and multi-platform retrieval of water chlorophyll a concentration in karst wetlands using transfer learning frameworks with ASD, UAV, and Planet CubeSate reflectance data-Reference-Cited by-同舟云学术

Multi-sensor and multi-platform retrieval of water chlorophyll a concentration in karst wetlands using transfer learning frameworks with ASD, UAV, and Planet CubeSate reflectance data

Published:2023-11 Issue: Volume:901 Page:165963
ISSN:0048-9697
Container-title:Science of The Total Environment
language:en
Short-container-title:Science of The Total Environment

Author:

Fu Bolin,Li Sunzhe,Lao Zhinan,Yuan Bingyan,Liang Yiyin,He Wen,Sun Weiwei,He Hongchang

Funder

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Pollution,Waste Management and Disposal,Environmental Chemistry,Environmental Engineering

Reference53 articles.

1. A machine learning approach to estimate chlorophyll-a from Landsat-8 measurements in inland lakes;Cao;Remote Sens. Environ.,2020

2. Coupling stable isotopes to evaluate sources and transformations of nitrate in groundwater and inflowing rivers around the Caohai karst wetland, Southwest China;Cao;Environ. Sci. Pollut. Res.,2021

3. Hyperspectral characteristics and quantitative analysis of leaf chlorophyll by reflectance spectroscopy based on a genetic algorithm in combination with partial least squares regression;Chen;Spectrochim. Acta A Mol. Biomol. Spectrosc.,2020

4. Machine learning-based inversion of water quality parameters in typical reach of the urban river by UAV multispectral data;Chen;Ecol. Indic.,2021

5. A transfer learning-based LSTM strategy for imputing large-scale consecutive missing data and its application in a water quality prediction system;Chen;J. Hydrol.,2021

Cited by 21 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Desertification baseline: A bottleneck for addressing desertification;Earth-Science Reviews;2024-10

2. Machine learning for cyanobacteria inversion via remote sensing and AlgaeTorch in the Třeboň fishponds, Czech Republic;Science of The Total Environment;2024-10

3. Evaluation of water resource carrying potential and barrier factors in Gansu Province based on game theory combined weighting and improved TOPSIS model;Ecological Indicators;2024-09

4. Spatial-temporal evolution analysis of pollutants in Daitou River watershed based on Sentinel-2 satellite images;Ecological Indicators;2024-09

5. Monitoring canopy SPAD based on UAV and multispectral imaging over fruit tree growth stages and species;Frontiers in Plant Science;2024-08-01