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Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning2022 International Journal of Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nguyễn An Bình, Leon T. Hauser, Pham Viet Hoa, Giang Thị Phương Thảo, Nguyen Ngoc An, Huynh Song Nhut, +1 more
49citations -
Addressing the Data Scarcity Problem in Ecotoxicology via Small Data Machine Learning Methods2025 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Ying Wang, Yunchi Zhou, Yinghao Cheng, Xiaoli Zhao, Willie J.G.M. Peijnenburg, Martina G. Vijver, +3 more
54citations -
Mapping tree species diversity across the Amazon using remote sensing, diverse environmental data and machine learning2026 International Journal of Applied Earth Observation and Geoinformation article Environmental Science Remote Sensing in Agriculture Open access
Shoyo Nakamura, Nandin‐Erdene Tsendbazar, Hans ter Steege, Lars Hein, Jannik Schultner
0citations -
Climate change threatens native potential agroforestry plant species in Brazil2022 Scientific Reports article Environmental Science Species Distribution and Climate Change Open access
Valdeir Pereira Lima, Renato A. Ferreira de Lima, Fernando Joner, Ilyas Siddique, Niels Raes, Hans ter Steege
49citations -
Machine learning-based emission rate estimates of global methane super-emissions2026 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Clayton Roberts, Joannes D. Maasakkers, Tobias A. de Jong, Berend J. Schuit, Shubham Sharma, Théo Huegens, +3 more
0citations -
Global models and predictions of plant diversity based on advanced machine learning techniques2022 New Phytologist article Environmental Science Ecology and Vegetation Dynamics Studies Open access
Lirong Cai, Holger Kreft, Amanda Taylor, Pierre Denelle, Julian Schrader, Franz Essl, +19 more
185citations -
Using Machine Learning to Predict Adverse Effects of Metallic Nanomaterials to Various Aquatic Organisms2023 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access cited by 1 patent
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Surendra Balraadjsing, Wenhong Fan
92citations -
An Intelligent Early Warning System for Harmful Algal Blooms: Harnessing the Power of Big Data and Deep Learning2024 Environmental Science & Technology article Environmental Science Aquatic Ecosystems and Phytoplankton Dynamics
Jing Qian, Li Qian, Nan Pu, Yonghong Bi, Andre Wilhelms, Stefan Norra
60citations -
Exploring the implementation feasibility of the sol-char sanitation system using machine learning and life cycle assessment2024 Resources Conservation and Recycling article Environmental Science Wastewater Treatment and Reuse Open access
Justin Z. Lian, Nan Sai, Luiza C. Campos, Karl G. Linden, Stefano Cucurachi
3citations -
Forecasting future states of the environment with machine learning: a case study on water scarcity2026 Journal of Industrial Ecology article Environmental Science Environmental Impact and Sustainability Open access
Niklas Engberg, Carlos Felipe Blanco, Valerio Barbarossa, Conny A. Bakker, Ruud Balkenende, Justin Z. Lian, +1 more
0citations -
Scenario-based LCA for assessing the future environmental impacts of wind offshore energy: An exemplary analysis for a 9.5-MW wind turbine in Germany2024 Energy Sustainability and Society article Environmental Science Environmental Impact and Sustainability Open access
Alicia Benitez, Christina Wulf, Bernhard R.P. Steubing, Jutta Geldermann
18citations -
Synthetic rainfall data generator development through decentralised model training2022 Journal of Hydrology article Environmental Science Hydrological Forecasting Using AI Open access
Sascha Welten, Adrian Holt, Julian Hofmann, Lennart Schelter, Elena‐Maria Klopries, Thomas Wintgens, +1 more
7citations -
Participatory hackathon to determine ecological relevant endpoints for a neurotoxin to aquatic and benthic invertebrates2024 Environmental Science and Pollution Research article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Sofie B. Rasmussen, Thijs Bosker, Giovani G. Ramanand, Martina G. Vijver
5citations -
Toward a Climate OSSE Framework for Satellite Mission Design2025 Bulletin of the American Meteorological Society article Environmental Science Climate variability and models Open access
Ann M. Fridlind, Gregory S. Elsaesser, Marcus van Lier‐Walqui, G Cesana, Elizabeth C. Weatherhead, George Tselioudis, +20 more
0citations -
A critical view on the current application of LCA for new technologies and recommendations for improved practice2020 Journal of Cleaner Production article Environmental Science Environmental Impact and Sustainability Open access
Coen van der Giesen, Stefano Cucurachi, Jeroen B. Guinée, Gert Jan Kramer, Arnold Tukker
389citations -
Material intensity database for the Dutch building stock: Towards Big Data in material stock analysis2021 Journal of Industrial Ecology article Environmental Science Sustainability and Ecological Systems Analysis Open access
Benjamin Sprecher, Teun Johannes Verhagen, Marijn Louise Sauer, Michel Baars, John Heintz, Tomer Fishman
100citations -
Coupled Lipidomics and Digital Pathology as an Effective Strategy to Identify Novel Adverse Outcome Pathways in Eisenia fetida Exposed to MoS2 Nanosheets and Ionic Mo2023 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Kailun Sun, Jason Christopher White, Hao Qiu, Cornelis A.M. van Gestel, Willie J.G.M. Peijnenburg, Erkai He
25citations