@article{chuvieco2004conversion,
  title={Conversion of fuel moisture content values to ignition potential for integrated fire danger assessment},
  author={Emilio Chuvieco and Inmaculada Aguado and Alexandros Dimitrakopoulos},
  journal={Canadian Journal of Forest Research},
  year={2004},
  volume={34},
  pages={2284-2293},
}

@article{kelley2019contemporary,
  title={How contemporary bioclimatic and human controls change global fire regimes},
  author={Douglas I. Kelley and Ioannis Bistinas and Rhys Whitley and Chantelle A. Burton and Toby R. Marthews and Ning Dong},
  journal={Nature Climate Change},
  year={2019},
  pages={1-7},
}

@article{rossa2017effect,
  title={The effect of fuel moisture content on the spread rate of forest fires in the absence of wind or slope},
  author={Carlos G. Rossa},
  journal={International Journal of Wildland Fire},
  year={2017},
  volume={26},
  pages={24-31},
}

@article{miller2023projecting,
  title={Projecting live fuel moisture content via deep learning},
  author={Miller, Lynn and Zhu, Liujun and Yebra, Marta and R{\"u}diger, Christoph and Webb, Geoffrey I},
  journal={International Journal of Wildland Fire},
  volume={32},
  number={5},
  pages={709--727},
  year={2023},
  publisher={CSIRO Publishing}
}

@article{rao2020sar,
  title={SAR-enhanced mapping of live fuel moisture content},
  author={Rao, Krishna and Williams, A Park and Flefil, Jacqueline Fortin and Konings, Alexandra G},
  journal={Remote Sensing of Environment},
  volume={245},
  pages={111797},
  year={2020},
  publisher={Elsevier}
}

@article{marino2020investigating,
  title={Investigating live fuel moisture content estimation in fire-prone shrubland from remote sensing using empirical modelling and RTM simulations},
  author={Marino, Eva and Yebra, Marta and Guill{\'e}n-Climent, Mariluz and Algeet, Nur and Tom{\'e}, Jos{\'e} Luis and Madrigal, Javier and Guijarro, Mercedes and Hernando, Carmen},
  journal={Remote Sensing},
  volume={12},
  number={14},
  pages={2251},
  year={2020},
  publisher={MDPI}
}

@article{yebra2024globelfmc,
  title={Globe-LFMC 2.0, an enhanced and updated dataset for live fuel moisture content research},
  author={Marta Yebra and Gianluca Scortechini and Karine R. M. Adeline and Nursema Aktepe and Turkia AbdAlkarem Almoustafa and Avi Bar‐Massada and Mar{\'i}a Eugenia Beget and Matthias M. Boer and Ross Bradstock and Tegan Brown and Francesc Xavier Castro and Rui Chen and Emilio Chuvieco and Mark F. Danson and Cihan {\"U}nal Değirmenci and Ruth Delgado-D{\'a}vila and Philip E. Dennison and Carlos M. Di Bella and Oriol Domenech and Jean‐Baptiste F{\'e}ret and Greg Forsyth and Eva Gabriel and Zisis Gagkas and Fatma Gharbi and Elena Granda and Anne Griebel and Binbin He and Matt Jolly and Ivan Kotzur and Tineke Kraaij and Agnes Kristina and Pınar K{\"u}tk{\"u}t and Jean-Marc Limousin and M Pilar Mart{\'i}n and Antonio T Monteiro and Marco Morais and Bruno Moreira and Florent Mouillot and Samukelisiwe T Msweli and Rachael H. Nolan and Grazia Pellizzaro and Yi Qi and Xingwen Quan and V{\'i}ctor Resco de Dios and Dar A. Roberts and Çağatay Tavşanoğlu and Andy F S Taylor and Jackson Taylor and İrem T{\"u}fekcioğlu and Andrea Ventura and Nicolas Younes Cardenas},
  journal={Scientific Data},
  year={2024},
  volume={11},
}

@misc{hosten2020fireweather,
  author       = {Hosten, Peter E. and Stringham, Trent K.},
  title        = {Prescribed Fire Basics: Fire Weather},
  year         = {2020},
  publisher    = {Oregon State University Extension Service},
  howpublished = {\url{https://extension.oregonstate.edu/catalog/pub/em-9385-prescribed-fire-basics-fire-weather}},
  note         = {EM 9385}
}

@inproceedings{rouse1973monitoring,
  title={Monitoring the Vernal Advancement and Retrogradation (Green Wave Effect) of Natural Vegetation. [Great Plains Corridor]},
  author={John Wilson Rouse and Robert H. Haas and D. W. Deering and John A. Schell and J. C. Harlan},
  year={1973},
}

@article{gorelick2017googleee,
  title={Google Earth Engine: Planetary-scale geospatial analysis for everyone},
  author={Noel Gorelick and Matt Hancher and Michael Dixon and Simon Ilyushchenko and David Thau and Rebecca Moore},
  journal={Remote Sensing of Environment},
  year={2017},
  volume={202},
  pages={18-27}
}

@misc{munozsabater2019era5land,
  author       = {Muñoz Sabater, J.},
  title        = {ERA5-Land monthly averaged data from 1950 to present},
  year         = {2019},
  publisher    = {Copernicus Climate Change Service (C3S) Climate Data Store (CDS)},
  howpublished = {\url{https://cds.climate.copernicus.eu/cdsapp#!/dataset/reanalysis-era5-land-monthly-means}},
  note         = {Accessed 2025}
}

@article{abatzoglou2018terraclimate,
  title={TerraClimate, a high-resolution global dataset of monthly climate and climatic water balance from 1958–2015},
  author={John T. Abatzoglou and Solomon Z. Dobrowski and Sean A. Parks and Katherine C. Hegewisch},
  journal={Scientific Data},
  year={2018},
  volume={5},
}

@article{farr2000shuttle,
  title={Shuttle radar topography mission produces a wealth of data},
  author={Tom G. Farr and Michael Kobrick},
  journal={Eos, Transactions American Geophysical Union},
  year={2000},
  volume={81},
  pages={583-585},
}

@misc{zanaga2021esa,
  title={ESA WorldCover 10 m 2020 v100},
  author={Daniele Zanaga and Ruben Van De Kerchove and Wanda de Keersmaecker and Niels Souverijns and Carsten Brockmann and Ralf Quast and Jan Wevers and Alexandra Claudia Grosu and Audrey Paccini and Sylvain Vergnaud and Oliver Cartus and Maurizio Santoro and Steffen Fritz and Ivelina Georgieva and Myroslava Lesiv and Sarah Carter and Martin Herold and Linlin Li and Nandin-Erdene Tsendbazar and Fabrizio Ramoino and Olivier Arino},
  year={2021},
}

@article{vatsavai2024geospatial,
  title={Geospatial Foundation Models: Recent Advances and Applications},
  author={Ranga Raju Vatsavai},
  journal={Proceedings of the 12th ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data},
  year={2024},
}

@article{jakubik2023foundation,
  title={Foundation Models for Generalist Geospatial Artificial Intelligence},
  author={Johannes Jakubik and Sujit Roy and Christopher Phillips and Paolo Fraccaro and Denys Godwin and Bianca Zadrozny and Daniel Szwarcman and Carlos Gomes and Gabby Nyirjesy and Blair Edwards and Daiki Kimura and Naomi Simumba and Linsong Chu and S. Karthik Mukkavilli and Devyani Lambhate and Kamal Das and Ranjini Bangalore and Dario Oliveira and Michal Muszynski and Kumar Ankur and Muthukumaran Ramasubramanian and Iksha Gurung and Sam Khallaghi and Hanxi Li and Michael Cecil and Maryam Ahmadi and Fatemeh Kordi and Hamed Alemohammad and Manil Maskey and Raghu Kiran Ganti and Kommy Weldemariam and Rahul Ramachandran},
  journal={ArXiv},
  year={2023},
  volume={abs/2310.18660},
}

@article{dionelis2024evaluating,
  title={Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI},
  author={Nikolaos Dionelis and Casper Fibaek and Luke Camilleri and Andreas Luyts and Jente Bosmans and Bertrand Le Saux},
  journal={ArXiv},
  year={2024},
  volume={abs/2406.18295},
}

@article{jolly2024modernizing,
  title={Modernizing the US National Fire Danger Rating System (version 4): Simplified fuel models and improved live and dead fuel moisture calculations},
  author={W. Matt Jolly and Patrick H. Freeborn and Larry S. Bradshaw and Jon Wallace and Stuart Brittain},
  journal={Environ. Model. Softw.},
  year={2024},
  volume={181},
  pages={106181},
}

@article{tseng2025galileo,
  title={Galileo: Learning Global and Local Features in Pretrained Remote Sensing Models},
  author={Gabriel Tseng and Anthony Fuller and Marlena Reil and Henry Herzog and Patrick Beukema and Favyen Bastani and James R. Green and Evan Shelhamer and Hannah Kerner and David Rolnick},
  journal={ArXiv},
  year={2025},
  volume={abs/2502.09356},
}

@misc{nifc2025wfigs,
  author       = {{National Interagency Fire Center}},
  title        = {WFIGS Current Interagency Fire Perimeters},
  year         = {2025},
  howpublished = {\url{https://data-nifc.opendata.arcgis.com/datasets/nifc::wfigs-current-interagency-fire-perimeters/about}},
  note         = {Accessed 13 Jan 2025}
}

@article{digiuseppe2025global,
  title={Global data-driven prediction of fire activity},
  author={Francesca Di Giuseppe and Joe McNorton and Anna Lombardi and Fredrik Wetterhall},
  journal={Nature Communications},
  year={2025},
  volume={16},
}

@article{moran1950notes,
  title={Notes on continuous stochastic phenomena.},
  author={Percy Moran},
journal={Biometrika},
  year={1950},
  volume={37 1-2},
  pages={17-23}
}

@article{astruc2024anysat,
  title={AnySat: An Earth Observation Model for Any Resolutions, Scales, and Modalities},
  author={Astruc, Guillaume and Gonthier, Nicolas and Mallet, Clement and Landrieu, Loic},
  journal={arXiv preprint arXiv:2412.14123},
  year={2024}
}

@article{szwarcman2024prithvi,
  title={Prithvi-eo-2.0: A versatile multi-temporal foundation model for earth observation applications},
  author={Daniela Szwarcman and Sujit Roy and Paolo Fraccaro and Thorsteinn El{\'i} G{\'i}slason and Benedikt Blumenstiel and Rinki Ghosal and Pedro Henrique de Oliveira and Jo{\~a}o Lucas de Sousa Almeida and Rocco Sedona and Yanghui Kang and Srija Chakraborty and Sizhe Wang and Ankur Kumar and Myscon Truong and Denys Godwin and Hyunho Lee and Chia-Yu Hsu and Ata Akbari Asanjan and Besart Mujeci and Trevor Keenan and Paulo Ar{\'e}valo and Wenwen Li and Hamed Alemohammad and Pontus Olofsson and Christopher Hain and Robert Kennedy and Bianca Zadrozny and Gabriele Cavallaro and Campbell Watson and Manil Maskey and Rahul Ramachandran and Juan Bernab{\'e}-Moreno},
  journal={arXiv preprint arXiv:2412.02732},
  year={2024}
}

@article{tseng2023lightweight,
  title={Lightweight, pre-trained transformers for remote sensing timeseries},
  author={Tseng, Gabriel and Cartuyvels, Ruben and Zvonkov, Ivan and Purohit, Mirali and Rolnick, David and Kerner, Hannah},
  journal={arXiv preprint arXiv:2304.14065},
  year={2023}
}

@article{rao2023dry,
  title={Dry live fuels increase the likelihood of lightning-caused fires},
  author={Rao, Krishna and Williams, A Park and Diffenbaugh, Noah S and Yebra, Marta and Bryant, Colleen and Konings, Alexandra G},
  journal={Geophysical Research Letters},
  volume={50},
  number={15},
  pages={e2022GL100975},
  year={2023},
  publisher={Wiley Online Library}
}

@article{tucker1979red,
  title={Red and photographic infrared linear combinations for monitoring vegetation},
  author={Tucker, Compton J},
  journal={Remote sensing of Environment},
  volume={8},
  number={2},
  pages={127--150},
  year={1979},
  publisher={Elsevier}
}

@article{dosovitskiy2020image,
  title={An image is worth 16x16 words: Transformers for image recognition at scale},
  author={Dosovitskiy, Alexey and Beyer, Lucas and Kolesnikov, Alexander and Weissenborn, Dirk and Zhai, Xiaohua and Unterthiner, Thomas and Dehghani, Mostafa and Minderer, Matthias and Heigold, Georg and Gelly, Sylvain and others},
  journal={arXiv preprint arXiv:2010.11929},
  year={2020}
}

@misc{guerquin2022beaker,
  author       = {M. Guerquin},
  title        = {Introducing Ai2’s Beaker},
  howpublished = {\url{https://web.archive.org/web/20241231204439/https://medium.com/ai2-blog/beaker-ed617d5f4593}},
  note         = {Accessed: 2025-05-15},
  year         = {2022},
  publisher    = {Ai2 Blog}
}

@article{zhu2021live,
  title={Live fuel moisture content estimation from MODIS: A deep learning approach},
  author={Zhu, Liujun and Webb, Geoffrey I and Yebra, Marta and Scortechini, Gianluca and Miller, Lynn and Petitjean, Fran{\c{c}}ois},
  journal={ISPRS Journal of Photogrammetry and Remote Sensing},
  volume={179},
  pages={81--91},
  year={2021},
  publisher={Elsevier}
}
