Title
Exploring Design Choices for Autoregressive Deep Learning Climate Models Florian Gallusser Simon Hentschel Anna Krause Andreas Hotho AI4Cl 37 0 0 05 May 2025
Improving Local Air Quality Predictions Using Transfer Learning on Satellite Data and Graph Neural Networks Finn Gueterbock Raúl Santos-Rodríguez Jeffrey N Clark 24 0 0 23 Apr 2025
Conditional Diffusion-Based Retrieval of Atmospheric CO2 from Earth Observing Spectroscopy William R. Keely Otto Lamminpää Steffen Mauceri Sean M. R. Crowell Christopher W. O'Dell Gregory R. McGarragh 50 0 0 23 Apr 2025
TerraTorch: The Geospatial Foundation Models Toolkit Carlos Gomes Benedikt Blumenstiel Joao Lucas de Sousa Almeida Pedro Henrique de Oliveira P. Fraccaro Francesc Marti Escofet Daniela Szwarcman Naomi Simumba Romeo Kienzler Bianca Zadrozny 69 1 0 26 Mar 2025
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data Haozhe Si Yuxuan Wan Minh Do Deepak Vasisht Han Zhao Hendrik Hamann 45 0 0 17 Mar 2025
Inteligencia Artificial para la conservación y uso sostenible de la biodiversidad, una visión desde Colombia (Artificial Intelligence for conservation and sustainable use of biodiversity, a view from Colombia) Juan Sebastián Canas Camila Parra-Guevara Manuela Montoya-Castrillón Julieta M Ramírez-Mejía Gabriel-Alejandro Perilla ... Mario Murcia Elkin A. Noguera-Urbano Jose Manuel Ochoa-Quintero Susana Rodríguez Buriticá J. Ulloa 39 0 0 17 Mar 2025
Heterogeneous graph neural networks for species distribution modeling Lauren Harrell Christine Kaeser-Chen Burcu Karagol Ayan Keith Anderson Michelangelo Conserva Elise Kleeman Maxim Neumann Matt Overlan Melissa Chapman Drew Purves 49 0 0 14 Mar 2025
Generative Edge Detection with Stable Diffusion Caixia Zhou Yaping Huang Mochu Xiang Jiahui Ren Haibin Ling Jing Zhang 56 0 0 04 Oct 2024
Reinforcement Learning for Sustainable Energy: A Survey Koen Ponse Felix Kleuker Márton Fejér Álvaro Serra-Gómez Aske Plaat Thomas M. Moerland OffRL AI4CE 40 1 0 26 Jul 2024
Faraday: Synthetic Smart Meter Generator for the smart grid Sheng Chai Gus Chadney 31 4 0 05 Apr 2024
FREE: The Foundational Semantic Recognition for Modeling Environmental Ecosystems Shiyuan Luo Juntong Ni Shengyu Chen Runlong Yu Yiqun Xie Licheng Liu Zhenong Jin Huaxiu Yao Xiaowei Jia 26 8 0 17 Nov 2023
Unified machine learning tasks and datasets for enhancing renewable energy Arsam Aryandoust Thomas Rigoni Francesco di Stefano Anthony Patt 37 0 0 12 Nov 2023
OpenForest: A data catalogue for machine learning in forest monitoring Arthur Ouaknine T. Kattenborn Etienne Laliberté David Rolnick 43 5 0 01 Nov 2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI Dustin Wright Christian Igel Gabrielle Samuel Raghavendra Selvan 29 15 0 05 Sep 2023
AI for Anticipatory Action: Moving Beyond Climate Forecasting Benjamin Q. Huynh M. Kiang AI4CE 30 0 0 28 Jul 2023
AnuraSet: A dataset for benchmarking Neotropical anuran calls identification in passive acoustic monitoring Juan Sebastián Canas Maria Paula Toro-Gómez L. S. M. Sugai H. Benítez-Restrepo J. Rudas ... José Luiz Massao Moreira Sugai Carolina Emília dos Santos R. Bastos Diego Llusia J. Ulloa 28 18 0 11 Jul 2023
A Comparative Study of Machine Learning Algorithms for Anomaly Detection in Industrial Environments: Performance and Environmental Impact Álvaro Huertas-García Carlos Martí-González Rubén García Maezo Alejandro Echeverría Rey 19 3 0 01 Jul 2023
Bayesian Optimisation Against Climate Change: Applications and Benchmarks Sigrid Passano Hellan Christopher G. Lucas Nigel H. Goddard 32 1 0 07 Jun 2023
Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models Pengfei Li Jianyi Yang M. A. Islam Shaolei Ren 81 120 0 06 Apr 2023
Green Federated Learning Ashkan Yousefpour Sheng Guo Ashish Shenoy Sayan Ghosh Pierre Stock Kiwan Maeng Schalk-Willem Kruger Michael G. Rabbat Carole-Jean Wu Ilya Mironov FedML AI4CE 36 10 0 26 Mar 2023
EfficientTempNet: Temporal Super-Resolution of Radar Rainfall B. Demiray M. Sit Ibrahim Demir 26 4 0 09 Mar 2023
Reducing SO(3) Convolutions to SO(2) for Efficient Equivariant GNNs Saro Passaro C. L. Zitnick 3DPC 26 79 0 07 Feb 2023
Importance Weighted Actor-Critic for Optimal Conservative Offline Reinforcement Learning Hanlin Zhu Paria Rashidinejad Jiantao Jiao OffRL 30 15 0 30 Jan 2023
Factors other than climate change are currently more important in predicting how well fruit farms are doing financially Fabian Obster Heidi Bohle P. Pechan 14 1 0 11 Jan 2023
NADBenchmarks -- a compilation of Benchmark Datasets for Machine Learning Tasks related to Natural Disasters A. Proma Md. Saiful Islam Stela Ciko Raiyan Abdul Baten E. Hoque 34 3 0 21 Dec 2022
Cooperative control of environmental extremes by artificial intelligent agents Martí Sánchez-Fibla Clément Moulin-Frier Ricard Solé AI4CE 11 2 0 05 Dec 2022
Scene-to-Patch Earth Observation: Multiple Instance Learning for Land Cover Classification Joseph Early Y.-J. C. Deweese C. Evers Sarvapali Ramchurn 11 1 0 15 Nov 2022
Contrastive Learning for Climate Model Bias Correction and Super-Resolution Tristan C Ballard Gopal Erinjippurath AI4Cl 6 4 0 10 Nov 2022
Scalable Modular Synthetic Data Generation for Advancing Aerial Autonomy Mehrnaz Sabet Praveen Palanisamy Sakshi Mishra 33 4 0 10 Nov 2022
Energy System Digitization in the Era of AI: A Three-Layered Approach towards Carbon Neutrality Le Xie Tong Huang Xiangtian Zheng Yan Liu M. Wang V. Vittal P. Kumar S. Shakkottai Yi Cui MedIm AI4CE 10 11 0 02 Nov 2022
Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks A. S. Bansal Yoonjin Lee Kyle Hilburn I. Ebert‐Uphoff AI4TS 31 2 0 22 Oct 2022
AutoML for Climate Change: A Call to Action Renbo Tu Nicholas Roberts Vishak Prasad Sibasis Nayak P. Jain Frederic Sala Ganesh Ramakrishnan Ameet Talwalkar W. Neiswanger Colin White 25 6 0 07 Oct 2022
AICCA: AI-driven Cloud Classification Atlas Takuya Kurihana Elisabeth Moyer Ian T. Foster 12 12 0 29 Sep 2022
AA-Forecast: Anomaly-Aware Forecast for Extreme Events Ashkan Farhangi Jiang Bian Arthur Huang Haoyi Xiong Jun Wang Zhi-guo Guo AI4TS 19 4 0 21 Aug 2022
Towards trustworthy Energy Disaggregation: A review of challenges, methods and perspectives for Non-Intrusive Load Monitoring Maria Kaselimi Eftychios E. Protopapadakis A. Voulodimos N. Doulamis Anastasios Doulamis 24 64 0 05 Jul 2022
Benchmark Dataset for Precipitation Forecasting by Post-Processing the Numerical Weather Prediction Taehyeon Kim Namgyu Ho Donggyu Kim Se-Young Yun BDL 12 6 0 30 Jun 2022
Towards Climate Awareness in NLP Research Daniel Hershcovich Nicolas Webersinke Mathias Kraus J. Bingler Markus Leippold 25 32 0 10 May 2022
Investigating the fidelity of explainable artificial intelligence methods for applications of convolutional neural networks in geoscience Antonios Mamalakis E. Barnes I. Ebert‐Uphoff 19 73 0 07 Feb 2022
Caring Without Sharing: A Federated Learning Crowdsensing Framework for Diversifying Representation of Cities Mi-Gyoung Cho A. Mashhadi FedML 23 1 0 20 Jan 2022
Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Peri Akiva Matthew Purri Matthew J. Leotta SSL 19 58 0 03 Dec 2021
Interesting Object, Curious Agent: Learning Task-Agnostic Exploration Simone Parisi Victoria Dean Deepak Pathak Abhinav Gupta LM&Ro 25 50 0 25 Nov 2021
Constructing Neural Network-Based Models for Simulating Dynamical Systems Christian Møldrup Legaard Thomas Schranz G. Schweiger Ján Drgovna Basak Falay C. Gomes Alexandros Iosifidis M. Abkar P. Larsen PINN AI4CE 28 93 0 02 Nov 2021
Unraveling the Hidden Environmental Impacts of AI Solutions for Environment Anne-Laure Ligozat J. Lefèvre Aurélie Bugeau Jacques Combaz 11 94 0 22 Oct 2021
A Multi-scale Time-series Dataset with Benchmark for Machine Learning in Decarbonized Energy Grids Xiangtian Zheng Nan Xu Loc Trinh Dongqi Wu Tong Huang S. Sivaranjani Yan Liu Le Xie AI4CE 20 43 0 12 Oct 2021
TempNet -- Temporal Super Resolution of Radar Rainfall Products with Residual CNNs M. Sit B. Seo Ibrahim Demir 15 9 0 20 Sep 2021
Full-Cycle Energy Consumption Benchmark for Low-Carbon Computer Vision Bo-wen Li Xinyang Jiang Donglin Bai Yuge Zhang Ningxin Zheng Xuanyi Dong Lu Liu Yuqing Yang Dongsheng Li 14 10 0 30 Aug 2021
Accelerating Federated Learning with a Global Biased Optimiser Jed Mills Jia Hu Geyong Min Rui Jin Siwei Zheng Jin Wang FedML AI4CE 32 9 0 20 Aug 2021
Demand Forecasting in Smart Grid Using Long Short-Term Memory Koushik Roy Abtahi Ishmam K. A. Taher AI4TS 9 13 0 28 Jul 2021
Quantum Artificial Intelligence for the Science of Climate Change Manmeet Singh C. Dhara Adarsh Kumar S. Gill Steve Uhlig AI4CE 14 15 0 28 Jul 2021
IowaRain: A Statewide Rain Event Dataset Based on Weather Radars and Quantitative Precipitation Estimation M. Sit B. Seo Ibrahim Demir 11 27 0 07 Jul 2021