Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ...

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...

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Main Authors: 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.
Format: Dataset
Language:English
Published: NERC EDS Environmental Information Data Centre 2020
Subjects:
Online Access:https://dx.doi.org/10.5285/1ec13364-cbc6-4ab5-a147-45a103853424
https://catalogue.ceh.ac.uk/id/1ec13364-cbc6-4ab5-a147-45a103853424
id ftdatacite:10.5285/1ec13364-cbc6-4ab5-a147-45a103853424
record_format openpolar
spelling ftdatacite:10.5285/1ec13364-cbc6-4ab5-a147-45a103853424 2024-01-28T10:04:20+01:00 Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ... 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 text/csv Comma-separated values (CSV) image/tiff TIFF image JPEG https://dx.doi.org/10.5285/1ec13364-cbc6-4ab5-a147-45a103853424 https://catalogue.ceh.ac.uk/id/1ec13364-cbc6-4ab5-a147-45a103853424 en eng NERC EDS Environmental Information Data Centre https://data-package.ceh.ac.uk/sd/1ec13364-cbc6-4ab5-a147-45a103853424.zip https://data-package.ceh.ac.uk/sd/1ec13364-cbc6-4ab5-a147-45a103853424.zip https://dx.doi.org/10.1101/2020.07.16.206011 Open Government Licence v3.0 http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/ ogl-uk-3.0 Environmental survey 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 Festuca idahoensis Bromus marginatus Cylindropuntia imbricata Crataegus spp. Juncus spp. Dataset dataset 2020 ftdatacite https://doi.org/10.5285/1ec13364-cbc6-4ab5-a147-45a10385342410.1101/2020.07.16.206011 2024-01-04T16:09:30Z 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?' ... : 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. ... Dataset Arctophila fulva DataCite Metadata Store (German National Library of Science and Technology) Larrea ENVELOPE(-62.000,-62.000,-62.833,-62.833)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language English
topic Environmental survey
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
Festuca idahoensis
Bromus marginatus
Cylindropuntia imbricata
Crataegus spp.
Juncus spp.
spellingShingle Environmental survey
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
Festuca idahoensis
Bromus marginatus
Cylindropuntia imbricata
Crataegus spp.
Juncus spp.
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.
Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ...
topic_facet Environmental survey
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
Festuca idahoensis
Bromus marginatus
Cylindropuntia imbricata
Crataegus spp.
Juncus spp.
description 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?' ... : 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. ...
format Dataset
author 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.
author_facet 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.
author_sort Cunliffe, A.
title Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ...
title_short Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ...
title_full Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ...
title_fullStr Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ...
title_full_unstemmed Allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ...
title_sort allometric modelling of plant biomass from drone-acquired photographs: drone images, ground control marker coordinates and biomass data from 36 sites, 2016-2020 ...
publisher NERC EDS Environmental Information Data Centre
publishDate 2020
url https://dx.doi.org/10.5285/1ec13364-cbc6-4ab5-a147-45a103853424
https://catalogue.ceh.ac.uk/id/1ec13364-cbc6-4ab5-a147-45a103853424
long_lat ENVELOPE(-62.000,-62.000,-62.833,-62.833)
geographic Larrea
geographic_facet Larrea
genre Arctophila fulva
genre_facet Arctophila fulva
op_relation https://data-package.ceh.ac.uk/sd/1ec13364-cbc6-4ab5-a147-45a103853424.zip
https://data-package.ceh.ac.uk/sd/1ec13364-cbc6-4ab5-a147-45a103853424.zip
https://dx.doi.org/10.1101/2020.07.16.206011
op_rights Open Government Licence v3.0
http://www.nationalarchives.gov.uk/doc/open-government-licence/version/3/
ogl-uk-3.0
op_doi https://doi.org/10.5285/1ec13364-cbc6-4ab5-a147-45a10385342410.1101/2020.07.16.206011
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