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Estimating individual-level plant traits at scale.
Marconi S, Graves SJ, Weinstein BG, Bohlman S, White EP. Marconi S, et al. Ecol Appl. 2021 Jun;31(4):e02300. doi: 10.1002/eap.2300. Epub 2021 Mar 28. Ecol Appl. 2021. PMID: 33480058
Data science competition for cross-site individual tree species identification from airborne remote sensing data.
Graves SJ, Marconi S, Stewart D, Harmon I, Weinstein B, Kanazawa Y, Scholl VM, Joseph MB, McGlinchy J, Browne L, Sullivan MK, Estrada-Villegas S, Wang DZ, Singh A, Bohlman S, Zare A, White EP. Graves SJ, et al. Among authors: marconi s. PeerJ. 2023 Dec 21;11:e16578. doi: 10.7717/peerj.16578. eCollection 2023. PeerJ. 2023. PMID: 38144190 Free PMC article.
Individual canopy tree species maps for the National Ecological Observatory Network.
Weinstein BG, Marconi S, Zare A, Bohlman SA, Singh A, Graves SJ, Magee L, Johnson DJ, Record S, Rubio VE, Swenson NG, Townsend P, Veblen TT, Andrus RA, White EP. Weinstein BG, et al. Among authors: marconi s. PLoS Biol. 2024 Jul 16;22(7):e3002700. doi: 10.1371/journal.pbio.3002700. eCollection 2024 Jul. PLoS Biol. 2024. PMID: 39013163 Free PMC article.
A benchmark dataset for canopy crown detection and delineation in co-registered airborne RGB, LiDAR and hyperspectral imagery from the National Ecological Observation Network.
Weinstein BG, Graves SJ, Marconi S, Singh A, Zare A, Stewart D, Bohlman SA, White EP. Weinstein BG, et al. Among authors: marconi s. PLoS Comput Biol. 2021 Jul 2;17(7):e1009180. doi: 10.1371/journal.pcbi.1009180. eCollection 2021 Jul. PLoS Comput Biol. 2021. PMID: 34214077 Free PMC article.