1ec13364-cbc6-4ab5-a147-45a103853424 English ISO/IEC 8859-1 (also known as Latin 1) dataset dataset NERC EDS Environmental Information Data Centre Lancaster Environment Centre, Library Avenue, Bailrigg Lancaster LA1 4AP UK info@eidc.ac.uk https://eidc.ac.uk/ EIDC website The Environmental Information Data Centre (EIDC) is the UK's national data centre for terrestrial and freshwater sciences. information pointOfContact 2025-11-21T09:42:09 UK GEMINI 2.3 Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 2020-10-23 publication https://catalogue.ceh.ac.uk/id/1ec13364-cbc6-4ab5-a147-45a103853424 10.5285/1ec13364-cbc6-4ab5-a147-45a103853424 doi: Cunliffe, A., Anderson, K., Boschetti, F., Graham, H., Brazier, R., Myers-Smith, I., Astor, T., Boer, M., Calvo, L., Clark, P., Cramer, M., Encinas-Lara, M., Escarzaga, S., Fernández-Guisuraga, J., Fisher, A., Gdulová, K., Gillespie, B., Griebel, A., Hanan, N., Hanggito, M., Haselberger, S., Havrilla, C., Ji, W., Karl, J., Kirchhoff, M., Kraushaar, S., Lyons, M., Marzolff, I., Mauritz, M., McIntire, C., Metzen, D., Méndez-Barroso, L., Power, S., Prošek, J., Sanz-Ablanedo, E., Sauer, K., Schulze-Brüninghoff, D., Šímová, P., Smit, J., Steele, C., Suárez-Seoane, S., Tweedie, C., Vargas, S., Villarreal, M., Visser, F., Wachendorf, M., Wirnsberger, H., Wojcikiewicz, R. (2020). Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020. NERC Environmental Information Data Centre 10.5285/1ec13364-cbc6-4ab5-a147-45a103853424 This dataset contains RGB photographs acquired from drone surveys. There are 741 harvest plots from 38 surveys at 36 sites around the world. Each site was approximately 1 ha in area. Included with the photographic images are the coordinates of ground control markers, biomass, taxonomic and location data for harvest plots and ancillary metadata. The observations can be used to obtain allometric size-biomass models. This work was supported by the Natural Environment Research Council award number NE/R00062X/1 as part of the project 'Do dryland ecosystems control variability and recent trends in the land CO2 sink?' Full details about this dataset can be found at https://doi.org/10.5285/1ec13364-cbc6-4ab5-a147-45a103853424 Cunliffe, A. University of Exeter a.cunliffe@exeter.ac.uk pointOfContact Cunliffe, A. University of Exeter a.cunliffe@exeter.ac.uk https://orcid.org/0000-0002-8346-4278 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Anderson, K. University of Exeter karen.anderson@exeter.ac.uk https://orcid.org/0000-0002-3289-2598 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Boschetti, F. University of Exeter fb364@exeter.ac.uk https://orcid.org/0000-0002-7612-3264 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Graham, H. University of Exeter hg340@exeter.ac.uk https://orcid.org/0000-0001-9451-5010 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Brazier, R. University of Exeter r.e.brazier@exeter.ac.uk https://orcid.org/0000-0002-8715-0399 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Myers-Smith, I. University of Edinburgh isla.myers-smith@ed.ac.uk https://orcid.org/0000-0002-8417-6112 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Astor, T. Universität Kassel EMAIL NOT PROVIDED https://orcid.org/0000-0003-4608-955X ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Boer, M. Western Sydney University M.Boer@westernsydney.edu.au https://orcid.org/0000-0001-6362-4572 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Calvo, L. University of León leonor.calvo@unileon.es https://orcid.org/0000-0003-3710-0817 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Clark, P. USDA Agricultural Research Service pat.clark@ars.usda.gov https://orcid.org/0000-0003-4299-1853 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Cramer, M. University of Cape Town michael.cramer@uct.ac.za https://orcid.org/0000-0003-0989-3266 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Encinas-Lara, M. Instituto Tecnológico de Sonora msebastian.encinas@gmail.com https://orcid.org/0000-0002-0541-3053 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Escarzaga, S. University of Texas at El Paso smescarzaga@utep.edu https://orcid.org/0000-0002-7246-2795 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Fernández-Guisuraga, J. University of León jofeg@unileon.es https://orcid.org/0000-0002-6065-3981 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Fisher, A. University of Queensland adrian.fisher@unsw.edu.au https://orcid.org/0000-0002-6903-8053 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Gdulová, K. University of Life Sciences Prague gdulova@fzp.czu.cz https://orcid.org/0000-0002-6943-9172 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Gillespie, B. San Diego State University bgillespie@sdsu.edu https://orcid.org/0000-0003-1464-3747 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Griebel, A. Western Sydney University A.Griebel@westernsydney.edu.au https://orcid.org/0000-0002-4476-8279 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Hanan, N. New Mexico State University nhanan.jrn.lter@gmail.com https://orcid.org/0000-0002-9130-5306 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Hanggito, M. University of Texas at El Paso anggitosugihono@gmail.com https://orcid.org/0000-0001-7275-9145 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Haselberger, S. University of Vienna stefan.haselberger@univie.ac.at https://orcid.org/0000-0002-5702-4236 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Havrilla, C. Northern Arizona University Caroline.Havrilla@colorado.edu https://orcid.org/0000-0003-3913-0980 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Ji, W. New Mexico State University wenjieji@nmsu.edu https://orcid.org/0000-0003-2554-4373 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Karl, J. University of Idaho jkarl@uidaho.edu https://orcid.org/0000-0002-3326-3806 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Kirchhoff, M. University of Trier kirchhoff@uni-trier.de https://orcid.org/0000-0001-8773-8005 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Kraushaar, S. University of Vienna sabine.kraushaar@univie.ac.at https://orcid.org/0000-0001-8849-8162 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Lyons, M. University of New South Wales mitchell.lyons@unsw.edu.au https://orcid.org/0000-0003-3960-3522 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Marzolff, I. University Frankfurt am Main marzolff@em.uni-frankfurt.de https://orcid.org/0000-0002-0917-4336 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Mauritz, M. University of Texas at El Paso memauritz@utep.edu https://orcid.org/0000-0001-8733-9119 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author McIntire, C. University of New Mexico cameronmcintire@unm.edu https://orcid.org/0000-0001-9666-5805 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Metzen, D. Western Sydney University d.metzen@westernsydney.edu.au https://orcid.org/0000-0002-0330-8698 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Méndez-Barroso, L. Instituto Tecnológico de Sonora luis.mendez@itson.edu.mx https://orcid.org/0000-0001-7467-5498 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Power, S. University of Cape Town simon.c.power@gmail.com https://orcid.org/0000-0001-6310-0146 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Prošek, J. Czech University of Life Sciences Prague jprosek@fzp.czu.cz https://orcid.org/0000-0001-9982-2730 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Sanz-Ablanedo, E. Universidad de León esana@unileon.es https://orcid.org/0000-0001-9975-5726 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Sauer, K. Sul Ross State University kjs15ib@sulross.edu https://orcid.org/0000-0002-2153-8534 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Schulze-Brüninghoff, D. Universität Kassel dam.schubrue@uni-kassel.de https://orcid.org/0000-0001-8215-975X ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Šímová, P. Czech University of Life Sciences Prague simova@fzp.czu.cz https://orcid.org/0000-0003-2480-1171 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Smit, J. University of Cape Town julian.smit@uct.ac.za https://orcid.org/0000-0001-8664-8059 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Steele, C. New Mexico State University caiti@nmsu.edu https://orcid.org/0000-0003-3480-3023 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Suárez-Seoane, S. University of Oviedo s.seoane@uniovi.es https://orcid.org/0000-0001-7656-4214 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Tweedie, C. University of Texas at El Paso ctweedie@utep.edu https://orcid.org/0000-0002-3409-8881 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Vargas, S. University of Texas at El Paso savargas@utep.edu https://orcid.org/0000-0002-0052-8580 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Villarreal, M. United States Geological Survey mvillarreal@usgs.gov https://orcid.org/0000-0003-0720-1422 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Visser, F. University of Worcester f.visser@worc.ac.uk https://orcid.org/0000-0001-6042-9341 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Wachendorf, M. Universität Kassel mwach@uni-kassel.de https://orcid.org/0000-0002-2840-7086 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Wirnsberger, H. University of Vienna h.wirnsberger@hotmail.com https://orcid.org/0000-0003-1777-5067 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author Wojcikiewicz, R. New Mexico State University rwojciki@nmsu.edu https://orcid.org/0000-0001-8496-3514 ORCID record ORCID is an open, non-profit, community-driven effort to create and maintain a registry of unique researcher identifiers and a transparent method of linking research activities and outputs to these identifiers. information author University of Exeter EMAIL NOT PROVIDED owner NERC EDS Environmental Information Data Centre info@eidc.ac.uk custodian NERC Environmental Information Data Centre info@eidc.ac.uk publisher Environmental Monitoring Facilities theme GEMET - INSPIRE themes, version 1.0 2008-06-01 publication Salix richardsonii Artemisia nova Gutierrezia sarothrae Achnatherum nelsonii Artemisia tridentata Rumex obtusifolius Trifolium repens Festuca rubra Pseudoroegneria spicata Pteridium aquilinum Ulex gallii Calluna vulgaris Bouteloua eriopoda Yucca glauca Larrea tridentata Juniperus monosperma Elytropappus rhinocerotis Pteronia paniculata Adenostoma fasciculatum Adenostoma sparsifolium Cytisus oromediterraneus Vaccinium myrtillus Artemisia arbuscula Nardus stricta Achnatherum thurberianum Eriogonum heracleoides Symphoricarpos oreophilus Arctophila fulva Cirsium spinosissimum Prunus spinosa Opuntia phaeacantha Pinus edulis Prosopis glandulosa Atriplex canescens Pleuraphis mutica Flourensia cernua Eragrostis curvula Bothriochloa macra Nassella trichotoma Ericameria nauseosa Atriplex polycarpa Prosopis velutina Launaea arborescens Cylindropuntia imbricata Wikidata 2012-10-29 creation Environmental survey Artemisia tridentata Festuca idahoensis Bromus marginatus Crataegus spp. Juncus spp. otherRestrictions no limitations otherRestrictions This resource is available under the terms of the Open Government Licence otherRestrictions If you reuse this data, you should cite: Cunliffe, A., Anderson, K., Boschetti, F., Graham, H., Brazier, R., Myers-Smith, I., Astor, T., Boer, M., Calvo, L., Clark, P., Cramer, M., Encinas-Lara, M., Escarzaga, S., Fernández-Guisuraga, J., Fisher, A., Gdulová, K., Gillespie, B., Griebel, A., Hanan, N., Hanggito, M., Haselberger, S., Havrilla, C., Ji, W., Karl, J., Kirchhoff, M., Kraushaar, S., Lyons, M., Marzolff, I., Mauritz, M., McIntire, C., Metzen, D., Méndez-Barroso, L., Power, S., Prošek, J., Sanz-Ablanedo, E., Sauer, K., Schulze-Brüninghoff, D., Šímová, P., Smit, J., Steele, C., Suárez-Seoane, S., Tweedie, C., Vargas, S., Villarreal, M., Visser, F., Wachendorf, M., Wirnsberger, H., Wojcikiewicz, R. (2020). Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020. NERC Environmental Information Data Centre https://doi.org/10.5285/1ec13364-cbc6-4ab5-a147-45a103853424 textTable 10 English utf8 environment 2016-07-25 2020-03-13 -180 180 -90 90 Comma-separated values (CSV) TIFF JPEG NERC EDS Environmental Information Data Centre info@eidc.ac.uk distributor https://data-package.ceh.ac.uk/sd/1ec13364-cbc6-4ab5-a147-45a103853424.zip Supporting information Supporting information available to assist in re-use of this dataset information https://catalogue.ceh.ac.uk/datastore/eidchub/1ec13364-cbc6-4ab5-a147-45a103853424 Download the data Download a copy of this data fileAccess dataset dataset Commission Regulation (EU) No 1089/2010 of 23 November 2010 implementing Directive 2007/2/EC of the European Parliament and of the Council as regards interoperability of spatial data sets and services 2010-12-08 These datasets were collected using a standardised sampling protocol during peak biomass by multiple teams using different equipment. Datasets have been reviewed and further details are available in the supporting documentation. Further information on the collection and processing of these data are given in Cunliffe et al. ‘Drone photogrammetry-derived canopy height predicts aboveground biomass across non-forest ecosystems’ (In Press) and the accompanying supplementary materials.