DM
David Montero
cs.CVcs.LGcs.DBastro-ph.IMclimate change impactsCloud shadowComputer Sciencescs.AIcs.DLEarth Sciences
On Valency
published · living versionsW_xbcpb9k9·v1 · currentpublished
3Dtrees.earth: community research infrastructure for tree and forest analysis using close-range LiDAR data
with Janusch Vajna-Jehle, Kilian Gerberding, Daniel Lusk, Teja Kattenborn +273
1 version
Preprints & journals
18 papers in the corpus · 2022–2026Bridging the weather and climate divide with artificial intelligence.42613333 · Camps-Valls, Gustau, Carrassi, Alberto, de Melo Viríssimo, Francisco et al.2026 · 0 citationsNature communications. 2026;17(1)
Towards an open registry of Earth observation instruments2606.13923v1 · David Montero, C'esar Aybar, Miguel D. Mahecha et al.2026 · 0 citationsarXiv
Kernel detrended fluctuation analysis: A nonlinear, multivariate method for detecting long-range persistence.41848405 · Williams, Tristan K E, Durand, Homer, Braun, Tobias et al.2026 · 0 citationsChaos (Woodbury, N.Y.). 2026;36(3)
Accelerated north-east shift of the global green wave trajectory.41730109 · Mahecha, Miguel D, Kraemer, Guido, Reinhardt, Martin et al.2026 · 2 citationsProceedings of the National Academy of Sciences of the United States of America. 2026;123(9):e2515835123
Transformers vs. Recurrent Models for Estimating Forest Gross Primary Production2511.11880v1 · David Montero, Miguel D. Mahecha, Francesco Martinuzzi et al.2025 · 0 citationsarXiv
Context-Aware Multimodal Representation Learning for Spatio-Temporally Explicit Environmental Modelling2511.11706v3 · Julia Peters, Karin Mora, Miguel D. Mahecha et al.2025 · 0 citationsarXiv
DeepExtremeCubes: Earth system spatio-temporal data for assessing compound heatwave and drought impacts.39863624 · Ji, Chaonan, Fincke, Tonio, Benson, Vitus et al.2025 · 9 citationsScientific data. 2025;12(1):149
SEN2NAIP: A large-scale dataset for Sentinel-2 Image Super-Resolution.39695144 · Aybar, Cesar, Montero, David, Contreras, Julio et al.2025 · 23 citationsScientific data. 2024;11(1):1389
deadtrees.earth - An Open-Access and Interactive Database for Centimeter-Scale Aerial Imagery to Uncover Global Tree Mortality Dynamics10.1101/2024.10.18.619094v2 · Mosig, C., Vajna-Jehle, J., Mahecha, M. D. et al.2024 · 27 citationsbioRxiv
CloudSEN12+: The largest dataset of expert-labeled pixels for cloud and cloud shadow detection in Sentinel-2.39281010 · Aybar, Cesar, Bautista, Lesly, Montero, David et al.2024 · 16 citationsData in brief. 2024;56:110852
Earth System Data Cubes: Avenues for advancing Earth system research2408.02348v1 · David Montero, Guido Kraemer, Anca Anghelea et al.2024 · 29 citationsEnviron. Data Science 3 (2024) e27
DeepExtremeCubes: Integrating Earth system spatio-temporal data for impact assessment of climate extremes2406.18179v1 · Chaonan Ji, Tonio Fincke, Vitus Benson et al.2024 · 2 citationsarXiv
Facilitating Advanced Sentinel-2 Analysis Through a Simplified Computation of Nadir BRDF Adjusted Reflectance2404.15812v2 · David Montero, Miguel D. Mahecha, C'esar Aybar et al.2024 · 5 citationsarXiv
Recurrent Neural Networks for Modelling Gross Primary Production2404.12745v1 · David Montero, Miguel D. Mahecha, Francesco Martinuzzi et al.2024 · 13 citationsarXiv
On-Demand Earth System Data Cubes2404.13105v1 · David Montero, C'esar Aybar, Chaonan Ji et al.2024 · 8 citationsarXiv
Lexcube: Interactive Visualization of Large Earth System Data Cubes.37812545 · Sochting, Maximilian, Mahecha, Miguel D, Montero, David et al.2024 · 6 citationsIEEE computer graphics and applications. 2024;44(1):25-37
A standardized catalogue of spectral indices to advance the use of remote sensing in Earth system research.37031236 · Montero, David, Aybar, César, Mahecha, Miguel D et al.2023 · 207 citationsScientific data. 2023;10(1):197
CloudSEN12, a global dataset for semantic understanding of cloud and cloud shadow in Sentinel-2.36566333 · Aybar, Cesar, Ysuhuaylas, Luis, Loja, Jhomira et al.2022 · 105 citationsScientific data. 2022;9(1):782
Career total: 62 works. 18 are in this corpus.
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