Papers matching “prediction model performance” 53
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Development of a Quasi–Quantitative Structure–Activity Relationship Model for Prediction of the Immobilization Response of Daphnia magna Exposed to Metal-Based Nanomaterials2022 Environmental Toxicology and Chemistry article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Warisa Bunmahotama, Martina G. Vijver, Willie J.G.M. Peijnenburg
11citations -
Building species trait-specific nano-QSARs: Model stacking, navigating model uncertainties and limitations, and the effect of dataset size2024 Environment International article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Surendra Balraadjsing, Willie J.G.M. Peijnenburg, Martina G. Vijver
19citations -
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 -
Integrating Functional Genomic Descriptors into Explainable Machine-Learning Models for Cross-Aquatic Species Prediction of Metal-Containing Nanomaterials Ecotoxicity2026 Environmental Science & Technology Letters article Environmental Science Environmental Toxicology and Ecotoxicology
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Kmy Leung, Surendra Balraadjsing, +3 more
0citations -
A gridded air quality forecast through fusing site-available machine learning predictions from RFSML v1.0 and chemical transport model results from GEOS-Chem v13.1.0 using the ensemble Kalman filter2023 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Jianbing Jin, Arjo J. Segers, Hong Liao, Ke Li, Bufan Xu, Wei Han, +2 more
14citations -
Non-linear Tree Height (h-d) Model Development and Forest Resource Productivity Assessment of Diguyo Limestone Forest within Northern Sierra Madre Natural Park2021 The Philippine journal of science article Environmental Science Forest ecology and management Open access
Nova D. Doyog, Roscinto Ian C. Lumbres, M. van Weerd, Zenaida G. Baoanan
1citations -
Assessing the reliability of predicted plant trait distributions at the global scale2020 Global Ecology and Biogeography article Environmental Science Ecology and Vegetation Dynamics Studies Open access
Coline C. F. Boonman, Ana Benítez‐López, Aafke M. Schipper, Wilfried Thuiller, Madhur Anand, Bruno Enrico Leone Cerabolini, +11 more
90citations -
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 -
What is the ecotoxicity of a given chemical for a given aquatic species? Predicting interactions between species and chemicals using recommender system techniques2023 SAR and QSAR in environmental research article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Jordi Minnema, Pim N.H. Wassenaar, Emiel Rorije, Willie J.G.M. Peijnenburg
15citations -
High thematic resolution land use change models refine biodiversity scenarios: A case study with Belgian bumblebees2020 Journal of Biogeography article Environmental Science Species Distribution and Climate Change Open access
Leon Marshall, Véronique Beckers, Sarah Vray, Pierre Rasmont, Nicolas J. Vereecken, Nicolas Dendoncker
25citations -
A Novel Multispecies Toxicokinetic Modeling Approach in Support of Chemical Risk Assessment2021 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Annika Mangold‐Döring, Chelsea Grimard, Derek Green, Stephanie Petersen, John W. Nichols, Natacha Hogan, +4 more
22citations -
Analysis of amplifying effect of antecedent drought on rainfall-induced shallow landslides2026 Environmental Earth Sciences article Environmental Science Landslides and related hazards Open access
Doğukan Tayyar, Hakan Tanyaş, Resul Çömert, Anil Yıldiz, Tolga Görüm, Nihat Sinan Işık, +1 more
0citations -
Predicting Aquatic Species Sensitivity Distributions Using Machine Learning in a Regulatory Setting2026 Chemical Research in Toxicology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Jordi Minnema, Emiel Rorije, Willie J.G.M. Peijnenburg, Pim N.H. Wassenaar
2citations -
Developing and Validating Species Distribution Models for Wetland Plants Across Europe2025 Ecology and Evolution article Environmental Science Species Distribution and Climate Change Open access
Ojaswi Sumbh, Marjon Hellegers, Valerio Barbarossa, Renata Ćušterevska, Borja Jiménez‐Alfaro, Łukasz Kozub, +3 more
6citations -
Intercomparison of atmospheric CO 2 and CH 4 abundances on regional scales in boreal areas using Copernicus Atmosphere Monitoring Service (CAMS) analysis, COllaborative Carbon Column Observing Network (COCCON) spectrometers, and Sentinel-5 Precursor satellite observations2020 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Qiansi Tu, Frank Hase, Thomas Blumenstock, Rigel Kivi, Pauli Heikkinen, Mahesh Kumar Sha, +7 more
71citations -
Effective Modeling Framework for Quantifying the Potential Impacts of Coexisting Anions on the Toxicity of Arsenate, Selenite, and Vanadate2020 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access
Jie Ji, Erkai He, Hao Qiu, Willie J.G.M. Peijnenburg, Cornelis A.M. van Gestel, Xinde Cao
17citations