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Papers matching “training data” 27

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MarineSet: Large-Scale Underwater Acoustic Data Curation and evaluation
2026 arXiv (Cornell University) preprint Environmental Science Marine animal studies overview Open access

Hilde I. Hummel, Sandjai Bhulai, Rob D. van der Mei, Burooj Ghani

0

citations
Automated data curation for self-supervised learning in underwater acoustic analysis
2025 arXiv (Cornell University) preprint Environmental Science Marine animal studies overview Open access

Hilde I. Hummel, Sandjai Bhulai, Burooj Ghani, Rob van der Mei

0

citations
Targeted data augmentation to improve the simulation of extreme floods with regional deep learning models
2026 preprint Environmental Science Hydrological Forecasting Using AI Open access

Alexander Dölich, Paul Reis, Sergiy Vorogushyn, Nguyễn Viết Dũng, Antara Dasgupta, Ralf Loritz

0

citations
5 Years of GOSAT-2 Retrievals with RemoTeC: XCO 2 and XCH 4 Data Products with Quality Filtering by Machine Learning
2025 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Andrew Gerald Barr, Jochen Landgraf, Mari C. Martinez-Velarte, Mihalis Vrekoussis, Ralf Sussmann, Isamu Morino, +7 more

0

citations
Fusing physics-based and data-driven models to forecast and mitigate landslide collapse
2022 preprint Environmental Science Landslides and related hazards Open access

Carolina Seguí, Manolis Veveakis

2

citations
A blended TROPOMI+GOSAT satellite data product for atmospheric methane using machine learning to correct retrieval biases
2023 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Nicholas Balasus, Daniel J. Jacob, Alba Lorente, Joannes D. Maasakkers, Robert J. Parker, Hartmut Boesch, +4 more

20

citations
Citizen Science Data Reveals Environmental Influence on Sightings of Great White Sharks in Mossel Bay, South Africa
2022 Research Square preprint Environmental Science Ichthyology and Marine Biology Open access

Sophie A. Maycock, Frans J. Rodenburg, Mike Ladley, Abbott Peter Klimley, Christian Tudorache

1

citations
Automated detection and monitoring of methane super-emitters using satellite data
2023 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Berend J. Schuit, Joannes D. Maasakkers, Pieter van der Bijl, Gourav Mahapatra, Anne-Wil Van den Berg, Sudhanshu Pandey, +12 more

12

citations
A modular framework for FAIR shallow landslide susceptibility mapping based on machine learning
2024 Research Square preprint Environmental Science Landslides and related hazards Open access

Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Alexander Bast, Frank Graf, Julia Kowalski

0

citations
Cloud Detection from Multi-Angular Polarimetric Satellite Measurements using a Neural Network Ensemble Approach
2023 preprint Environmental Science Atmospheric aerosols and clouds Open access

Zihao Yuan, Guangliang Fu, Bastiaan van Diedenhoven, Hai Xiang Lin, Jan Willem Erisman, Otto Hasekamp

0

citations
A modular framework for FAIR shallow landslide susceptibility mapping based on machine learning
2023 Research Square preprint Environmental Science Landslides and related hazards Open access

Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski

0

citations
Bridging the Gap: Integrating Neural Networks and Process-Based Models for Leaf Trait Prediction
2025 SSRN Electronic Journal preprint Environmental Science Remote Sensing in Agriculture Open access

Peng Sun, Peter M. van Bodegom, Joris Timmermans, Shuwen Liu, Jing Qin Wu, Marco D. Visser

0

citations
Random Forest Classifier for Cloud Clearing of the Operational TROPOMI XCH4 Product
2024 Preprints.org preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Tobias Borsdorff, Mari C. Martinez-Velarte, Maarten Sneep, Mark ter Linden, Jochen Landgraf

3

citations
Physics-Informed Neural Networks Applied to Catastrophic Creeping Landslides
2023 preprint Environmental Science Landslides and related hazards Open access

Ahmad Moeineddin, Carolina Segui, Stephan Dueber, Raúl Fuentes

1

citations
Uncertainty Quantification for Aquatic Ecotoxicity Prediction
2026 ChemRxiv preprint Environmental Science Environmental Toxicology and Ecotoxicology Open access

Tadeusz Price, Oliver Urs Lenz, Markus Viljanen, Leo Posthuma

0

citations
Above Cloud Aerosol Detection and Retrieval from Multi-Angular Polarimetric Satellite Measurements in a Neural Network Ensemble Approach
2025 preprint Environmental Science Atmospheric aerosols and clouds Open access

Zihao Yuan, Guangliang Fu, Hai Xiang Lin, Jan Willem Erisman, Otto Hasekamp

0

citations
Global, high-resolution mapping of tropospheric ozone – explainable machine learning and impact of uncertainties
2022 preprint Environmental Science Air Quality Monitoring and Forecasting Open access

Clara Betancourt, Timo T. Stomberg, Ann-Kathrin Edrich, Ankit Patnala, Martin G. Schultz, Ribana Roscher, +2 more

4

citations
TROPOMI/S5P sensitivity limits with respect to detection of NO2 plumes from seagoing ships
2023 preprint Environmental Science Maritime Transport Emissions and Efficiency Open access

Solomiia Kurchaba, Artur Sokolovsky, Jasper van Vliet, Fons J. Verbeek, Cor J. Veenman

0

citations
Identifying Chemical Aerosol Signatures using Optical Suborbital Observations: How much can optical properties tell us about aerosol composition?
2021 preprint Environmental Science Atmospheric aerosols and clouds Open access

Meloë S. F. Kacenelenbogen, S. P. Burton, Otto Hasekamp, K. D. Froyd, Y. Shinozuka, A. J. Beyersdorf, +13 more

2

citations
IUCNN - deep learning approaches to approximate species’ extinction risk
2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Species Distribution and Climate Change Open access

Alexander Zizka, Tobias Andermann, Daniele Silvestro

1

citations
Development of a regional feature selection-based machine learning system (RFSML v1.0) for air pollution forecasting over China
2022 preprint Environmental Science Air Quality Monitoring and Forecasting Open access

Fang Li, Jianbing Jin, Arjo J. Segers, Hai Xiang Lin, Mijie Pang, Deng Tuo, +1 more

0

citations
Accelerating greenhouse gas retrievals with neural network-based forward models
2026 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Fiona Lippert, Andrew Gerald Barr, Marcos Herreras-Giralda, Masahiro Momoi, Fernando Rejano, Sha Lu, +4 more

0

citations
Machine learning-based emission rate estimates of global methane super-emissions
2026 preprint 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

0

citations
A Sandwich With Water: Bayesian/Frequentist Uncertainty Quantification under Model Misspecification
2024 preprint Environmental Science Hydrology and Watershed Management Studies

Jasper Alexander Vrugt, Cees G. H. Diks, Ramon de Punder, Peter Grünwald

0

citations
Assessing chemical toxicity across Eukaryota using multimodal transformers
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Environmental Toxicology and Ecotoxicology Open access

Styrbjörn Käll, Mikael B. Gustavsson, Patrik Svedberg, Mercedes Dalman, Jens Henriksson, Thomas Backhaus, +1 more

0

citations