EL
Emily R. Lines
cs.CVcs.AIForestsTreesClimateClimate ChangeConservation of Natural ResourcesAdaptation, Physiologicalallometric scalingAscomycota
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 · 2010–2026Geospatial embeddings detect old-growth forests but buffered spatial validation narrows their advantage over Sentinel features2609.28194v1 · Thomas Ratsakatika, Mihai Zotta, Srinivasan Keshav et al.2026 · 0 citationsarXiv
The fast and the focused: Balancing timely and accurate classification of deforestation and degradation drivers using remote sensing.41650019 · Debus, Amandine, Beauchamp, Emilie, Lines, Emily R2026 · 0 citationsPloS one. 2026;21(2):e0340610
AI4X Roadmap: Artificial Intelligence for the advancement of scientific pursuit and its future directions2511.20976v1 · Stephen G. Dale, Nikita Kazeev, Alastair J. A. Price et al.2025 · 0 citationsarXiv
Expanding forest research with terrestrial LiDAR technology.41053046 · Maeda, Eduardo Eiji, Brede, Benjamin, Calders, Kim et al.2025 · 43 citationsNature communications. 2025;16(1):8853
Rapid polygenic adaptation in a wild population of ash trees under a novel fungal epidemic.40570121 · Metheringham, Carey L, Plumb, William J, Flynn, William R M et al.2025 · 26 citationsScience (New York, N.Y.). 2025;388(6754):1422-1425
The global spectrum of tree crown architecture.40419494 · Jucker, Tommaso, Fischer, Fabian Jörg, Chave, Jérôme et al.2025 · 37 citationsNature communications. 2025;16(1):4876
Manual Labelling Artificially Inflates Deep Learning-Based Segmentation Performance on RGB Images of Closed Canopy: Validation Using TLS2503.14273v2 · Matthew J. Allen, Harry J. F. Owen, Stuart W. D. Grieve et al.2025 · 0 citationsarXiv
PointsToWood: A deep learning framework for complete canopy leaf-wood segmentation of TLS data across diverse European forests2503.04420v1 · Harry J. F. Owen, Matthew J. A. Allen, Stuart W. D. Grieve et al.2025 · 1 citationarXiv
Low-Cost Tree Crown Dieback Estimation Using Deep Learning-Based Segmentation2409.08171v1 · M. J. Allen, D. Moreno-Fern'andez, P. Ruiz-Benito et al.2024 · 15 citationsarXiv
Benchmarking tree species classification from proximally-sensed laser scanning data: introducing the FOR-species20K dataset2408.06507v1 · Stefano Puliti, Emily R. Lines, Jana Mullerov'a et al.2024 · 53 citationsarXiv
A labelled dataset to classify direct deforestation drivers from Earth Observation imagery in Cameroon.38821976 · Debus, Amandine, Beauchamp, Emilie, Acworth, James et al.2024 · 12 citationsScientific data. 2024;11(1):564
AI applications in forest monitoring need remote sensing benchmark datasets2212.09937v1 · Emily R. Lines, Matt Allen, Carlos Cabo et al.2022 · 30 citationsarXiv
Tallo: A global tree allometry and crown architecture database.35703577 · Jucker, Tommaso, Fischer, Fabian Jörg, Chave, Jérôme et al.2022 · 120 citationsGlobal change biology. 2022;28(17):5254-5268
Can we set a global threshold age to define mature forests?26870607 · Martin, Philip, Jung, Martin, Brearley, Francis Q et al.2016 · 15 citationsPeerJ. 2016;4:e1595
Wood production response to climate change will depend critically on forest composition and structure.24771558 · Coomes, David A, Flores, Olivier, Holdaway, Robert et al.2015 · 115 citationsGlobal change biology. 2014;20(12):3632-45
Rate of tree carbon accumulation increases continuously with tree size.24429523 · Stephenson, N L, Das, A J, Condit, R et al.2014 · 1,035 citationsNature. 2014;507(7490):90-3
Patterns and drivers of tree mortality in iberian forests: climatic effects are modified by competition.23451096 · Ruiz-Benito, Paloma, Lines, Emily R, Gómez-Aparicio, Lorena et al.2013 · 237 citationsPloS one. 2013;8(2):e56843
Influences of forest structure, climate and species composition on tree mortality across the eastern US.20967250 · Lines, Emily R, Coomes, David A, Purves, Drew W2011 · 178 citationsPloS one. 2010;5(10):e13212
Career total: 104 works. 18 are in this corpus.
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