Ola Hall

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2025
Mark A perspective on the interpretability of poverty maps derived from Earth Observation
Watmough, Gary R. ; Brockington, Dan ; Marcinko, Charlotte L.J. ; Hall, Ola ^LU ; Pritchard, Rose ; Berchoux, Tristan ; Gibson, Lesley ; Delamonica, Enrique ; Boyd, Doreen and Mlambo, Reason , et al. (2025) In Science of Remote Sensing 12.
- Contribution to journal › Scientific review
Mark Enhancing carbon emission reduction strategies using OCO and ICOS data
Åström, Oskar ^LU ; Geldhauser, Carina ; Grillitsch, Markus ^LU ; Hall, Ola ^LU and Sopasakis, Alexandros ^LU (2025) In Scientific Reports 15.
- Contribution to journal › Article
2024
Mark A decade of maize yield gap studies in sub-Saharan Africa: how are farm-level factors considered?
Hall, Ola ^LU ; Wahab, Ibrahim ^LU ; Dahlin, Sigrun ; Hillbur, Per ^LU ; Jirström, Magnus ^LU and Öborn, Ingrid (2024) In International Journal of Agricultural Sustainability 22(1).
- Contribution to journal › Article
Mark Human bias and CNNs’ superior insights in satellite based poverty mapping
Sarmadi, Hamid ; Wahab, Ibrahim ^LU ; Hall, Ola ^LU ; Rögnvaldsson, Thorsteinn and Ohlsson, Mattias ^LU (2024) In Scientific Reports 14.
- Contribution to journal › Article
2023
Mark How AI ‘sees’ the world – what happened when we trained a deep learning model to identify poverty
Hall, Ola ^LU ; Sarmadi, Hamid and Rognvaldsson, Thorsteinn (2023) In The Conversation
- Contribution to specialist publication or newspaper › Specialist publication article
Mark Towards Explaining Satellite Based Poverty Predictions with Convolutional Neural Networks
Sarmadi, Hamid ; Rognvaldsson, Thorsteinn ; Carlsson, Nils Roger ^LU ; Ohlsson, Mattias ^LU ; Wahab, Ibrahim ^LU and Hall, Ola ^LU (2023) 10th IEEE International Conference on Data Science and Advanced Analytics, DSAA 2023 In 2023 IEEE 10th International Conference on Data Science and Advanced Analytics, DSAA 2023 - Proceedings
- Chapter in Book/Report/Conference proceeding › Paper in conference proceeding
Mark Models for Non-Modelers : Understanding the Use of Models for Social Scientists and Others
Djurfeldt, Göran ^LU and Hall, Ola ^LU (2023)
- Book/Report › Book
Mark Data för identifiering av samhällsviktig verksamhet på nationell nivå vid extrem nederbörd och skyfall
Johansson, Jonas ^LU ; Guldåker, Nicklas ^LU ; Hall, Ola ^LU ; Arvidsson, Björn ^LU and Erlström, Daniel ^LU (2023)
- Book/Report › Report
Mark A review of machine learning and satellite imagery for poverty prediction: Implications for development research and applications
Hall, Ola ^LU ; Dompae, Francis ; Wahab, Ibrahim ^LU and Dzanku, Fred Mawunyo (2023) In Journal of International Development 35(7). p.1753-1768
- Contribution to journal › Scientific review
2022
Mark A review of explainable AI in the satellite data, deep machine learning, and human poverty domain
Hall, Ola ^LU ; Ohlsson, Mattias ^LU and Rögnvaldsson, Thorsteinn (2022) In Patterns 3(10).
- Contribution to journal › Scientific review

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