Causal Inference in Geoscience and Remote Sensing from Observational
Data

Causal Inference in Geoscience and Remote Sensing from Observational Data

7 December 2020

Adrián Pérez-Suay

Gustau Camps-Valls

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Papers citing "Causal Inference in Geoscience and Remote Sensing from Observational Data"

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Title
A Scoping Review of Earth Observation and Machine Learning for Causal Inference: Implications for the Geography of Poverty Kazuki Sakamoto Connor Jerzak Adel Daoud 112 1 0 30 May 2024
Causal Graph Neural Networks for Wildfire Danger Prediction Shan Zhao Ioannis Prapas Ilektra Karasante Zhitong Xiong Ioannis Papoutsis Gustau Camps-Valls Xiao Xiang Zhu CML 76 7 0 13 Mar 2024
Assessing the Causal Impact of Humanitarian Aid on Food Security Jordi Cerda Bautista José María Tárraga Vasileios Sitokonstantinou Gustau Camps-Valls 67 1 0 17 Oct 2023
Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach M. S. Veedu J. Melbourne M. Salapaka CML 68 0 0 05 Sep 2023
Discovering Causal Relations and Equations from Data Gustau Camps-Valls Andreas Gerhardus Urmi Ninad Gherardo Varando Georg Martius E. Balaguer-Ballester Ricardo Vinuesa Emiliano Díaz L. Zanna Jakob Runge PINN AI4Cl AI4CE CML 108 77 0 21 May 2023
Evaluating Digital Tools for Sustainable Agriculture using Causal Inference Ilias Tsoumas Georgios Giannarakis Vasileios Sitokonstantinou Alkiviadis Koukos D. Loka Nikolaos S. Bartsotas C. Kontoes Ioannis Athanasiadis 71 2 0 06 Nov 2022
Interactive Causal Structure Discovery in Earth System Sciences Laila Melkas Rafael Savvides Suyog H. Chandramouli J. Mäkelä T. Nieminen I. Mammarella Kai Puolamäki CML 115 6 0 01 Jul 2021
Towards a Collective Agenda on AI for Earth Science Data Analysis D. Tuia R. Roscher Jan Dirk Wegner Nathan Jacobs Xiaoxiang Zhu Gustau Camps-Valls AI4CE 84 70 0 11 Apr 2021