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Papers matching “model accuracy” 25

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EnKF-based fusion of site-available machine learning air quality predictions from RFSML v1.0 and gridded chemical transport model forecasts from GEOS-Chem v13.1.0
2023 preprint Environmental Science Air Quality Monitoring and Forecasting Open access

Jianbing Jin, Arjo J. Segers, Ke Li, Bufan Xu, Wei Han, Mijie Pang, +2 more

0

citations
Travelling pulses on three spatial scales in a Klausmeier-type vegetation-autotoxicity model
2023 arXiv (Cornell University) preprint Environmental Science Ecosystem dynamics and resilience Open access

Paul Carter, Arjen Doelman, Annalisa Iuorio, Frits Veerman

2

citations
Efficient multi-angle polarimetric inversion of aerosols and ocean color powered by a deep neural network forward model
2021 preprint Environmental Science Atmospheric aerosols and clouds Open access

Meng Gao, Bryan A. Franz, Kirk David Knobelspiesse, Peng‐Wang Zhai, Vanderlei J. Martins, S. P. Burton, +10 more

16

citations
On the use of packing models for the prediction of fluvial sediment porosity
2023 preprint Environmental Science Hydrology and Sediment Transport Processes Open access

Christoph Rettinger, Mina Tabesh, Ulrich Rüde, Stefan Vollmer, Roy M. Frings

2

citations
Progress towards satellite requirements to capture water propagation in Earth's rivers
2025 preprint Environmental Science Soil Moisture and Remote Sensing Open access

Arnaud Cerbelaud, Cédric Hervé David, Tamlin M. Pavelsky, Sylvain Biancamaria, Pierre‐André Garambois, Cécile Marie Margaretha Kittel, +35 more

0

citations
The importance of spatial resolution in the modelling of methane emissions from natural wetlands
2022 preprint Environmental Science Peatlands and Wetlands Ecology Open access

Yousef A. Y. Albuhaisi, Ype van der Velde, Sander Houweling

0

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
The 2019 Methane Budget And Uncertainties At 1 Degree Resolution And Each Country Through Bayesian Integration Of GOSAT Total Column Methane Data And A Priori Inventory Estimates
2021 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

John R. Worden, Daniel Cusworth, Zhen Qu, Yi Yin, Yuzhong Zhang, A. Anthony Bloom, +7 more

12

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
Potential impacts of climate change and water resource management on fish catch in the Lower Mekong River
2026 Research Square preprint Environmental Science Fish Ecology and Management Studies Open access

Hannah Plückhahn, Sophanna LY, Chihiro Yoshimura

0

citations
Uncertainty in aerosol effective radiative forcing from anthropogenic and natural aerosol parameters in ECHAM6.3-HAM2.3
2025 preprint Environmental Science Atmospheric aerosols and clouds Open access

Yusuf Bhatti, Duncan Watson‐Parris, Leighton A. Regayre, Hailing Jia, David Neubauer, Ulaş İm, +9 more

0

citations
Urban climate regressions require representative monitoring networks
2026 arXiv (Cornell University) preprint Environmental Science Urban Heat Island Mitigation Open access

Martí Bosch, Aldo Brandi, Christoph Bachofen, Perrine Hamel, Roy P. Remme, Emma E. Ramsay, +3 more

0

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
The sensitivity of aerosol data assimilation to vertical profiles: case study of dust storm assimilation with LOTOS-EUROS v2.2
2024 preprint Environmental Science Atmospheric aerosols and clouds Open access

Mijie Pang, Jianbing Jin, Ting Yang, Xi Chen, Arjo J. Segers, Hai Xiang Lin, +1 more

1

citations
Estimating aerosol emission from SPEXone on the NASA PACE mission using an ensemble Kalman Smoother: Observing System Simulation Experiments (OSSEs)
2021 preprint Environmental Science Atmospheric aerosols and clouds Open access

Athanasios Tsikerdekis, Nick A. J. Schutgens, Guangliang Fu, Otto Hasekamp

3

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
Simultaneous retrieval of aerosol and ocean properties from PACE HARP2 with uncertainty assessment using cascading neural network radiative transfer models
2023 preprint Environmental Science Atmospheric aerosols and clouds Open access

Meng Gao, Bryan A. Franz, Peng‐Wang Zhai, Kirk David Knobelspiesse, A. M. Sayer, Xiaoguang Xu, +11 more

4

citations
Evaluation of the methane full-physics retrieval applied to TROPOMI ocean sun glint measurements
2022 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Alba Lorente, Tobias Borsdorff, Mari C. Martinez-Verlarte, André Butz, Otto Hasekamp, Lianghai Wu, +1 more

1

citations
Effective uncertainty quantification for multi-angle polarimetric aerosol remote sensing over ocean, Part 1: performance evaluation and speed improvement
2022 preprint Environmental Science Atmospheric aerosols and clouds Open access

Meng Gao, Kirk David Knobelspiesse, Bryan A. Franz, Peng‐Wang Zhai, A. M. Sayer, Amir I. Ibrahim, +6 more

0

citations
Inter-comparison of CO measurements from TROPOMI, ACE-FTS, and a high-Arctic ground-based FTS
2021 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

Tyler Wizenberg, Kimberly Strong, Kaley A. Walker, Erik Lutsch, Tobias Borsdorff, Jochen Landgraf

0

citations
Automated conservation assessment of the orchid family using deep learning
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Species Distribution and Climate Change Open access

Alexander Zizka, Daniele Silvestro, Pati L. Vitt, Tiffany M. Knight

10

citations
1.5 years of TROPOMI CO measurements: Comparisons to MOPITT and ATom
2020 preprint Environmental Science Atmospheric and Environmental Gas Dynamics Open access

S. Martínez‐Alonso, M. N. Deeter, H. M. Worden, Tobias Borsdorff, Ilse Aben, Roisin Commane, +7 more

1

citations
Groundwater Potential Assessment in the Intensive Agricultural Zones of Kishoreganj District, Bangladesh Using GIS and AHP
2026 Research Square preprint Environmental Science Groundwater and Watershed Analysis Open access

Pranta Bhowmik, Md. Aminul Haque Laskor, Md. Mohaimenul Islam

0

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

25 results