cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.5725699
title: Rangeland Analysis Platform - vegetation cover v2 2018

description: Rangeland Analysis Platform vegetation cover v2 2018 These data represent rangeland cover estimates determined by Allred et al. (2021)<br> and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aerial cover for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - bare ground<br> Band 3 - litter<br> Band 4 - perennial forb and grass<br> Band 5 - shrub<br> Band 6 - tree<br> No Data value = 255 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Cover estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Uncertainty values are not included. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Allred, B.W., B.T. Bestelmeyer, C.S. Boyd, C. Brown, K.W. Davies, M.C. Duniway, L.M. Ellsworth, T.A. Erickson, S.D. Fuhlendorf, T.V. Griffiths, V. Jansen, M.O. Jones, J. Karl, A. Knight, J.D. Maestas, J.J. Maynard, S.E. McCord, D.E. Naugle, H.D. Starns, D. Twidwell, and D.R. Uden. 2021. Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty. Methods in ecology and evolution. http://dx.doi.org/10.1111/2041-210x.13564
DOI: 10.5281/zenodo.5725643
title: Rangeland Analysis Platform - vegetation cover v2 2019

description: Rangeland Analysis Platform vegetation cover v2 2019 These data represent rangeland cover estimates determined by Allred et al. (2021)<br> and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aerial cover for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - bare ground<br> Band 3 - litter<br> Band 4 - perennial forb and grass<br> Band 5 - shrub<br> Band 6 - tree<br> No Data value = 255 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Cover estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Uncertainty values are not included. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Allred, B.W., B.T. Bestelmeyer, C.S. Boyd, C. Brown, K.W. Davies, M.C. Duniway, L.M. Ellsworth, T.A. Erickson, S.D. Fuhlendorf, T.V. Griffiths, V. Jansen, M.O. Jones, J. Karl, A. Knight, J.D. Maestas, J.J. Maynard, S.E. McCord, D.E. Naugle, H.D. Starns, D. Twidwell, and D.R. Uden. 2021. Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty. Methods in ecology and evolution. http://dx.doi.org/10.1111/2041-210x.13564
DOI: 10.5281/zenodo.5725642
title: Rangeland Analysis Platform - vegetation cover v2 2019

description: Rangeland Analysis Platform vegetation cover v2 2019 These data represent rangeland cover estimates determined by Allred et al. (2021)<br> and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aerial cover for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - bare ground<br> Band 3 - litter<br> Band 4 - perennial forb and grass<br> Band 5 - shrub<br> Band 6 - tree<br> No Data value = 255 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Cover estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Uncertainty values are not included. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Allred, B.W., B.T. Bestelmeyer, C.S. Boyd, C. Brown, K.W. Davies, M.C. Duniway, L.M. Ellsworth, T.A. Erickson, S.D. Fuhlendorf, T.V. Griffiths, V. Jansen, M.O. Jones, J. Karl, A. Knight, J.D. Maestas, J.J. Maynard, S.E. McCord, D.E. Naugle, H.D. Starns, D. Twidwell, and D.R. Uden. 2021. Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty. Methods in ecology and evolution. http://dx.doi.org/10.1111/2041-210x.13564
DOI: 10.5281/zenodo.5725400
title: Rangeland Analysis Platform - vegetation cover v2 2020

description: Rangeland Analysis Platform vegetation cover v2 2020 These data represent rangeland cover estimates determined by Allred et al. (2021)<br> and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aerial cover for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - bare ground<br> Band 3 - litter<br> Band 4 - perennial forb and grass<br> Band 5 - shrub<br> Band 6 - tree<br> No Data value = 255 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Cover estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Uncertainty values are not included. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Allred, B.W., B.T. Bestelmeyer, C.S. Boyd, C. Brown, K.W. Davies, M.C. Duniway, L.M. Ellsworth, T.A. Erickson, S.D. Fuhlendorf, T.V. Griffiths, V. Jansen, M.O. Jones, J. Karl, A. Knight, J.D. Maestas, J.J. Maynard, S.E. McCord, D.E. Naugle, H.D. Starns, D. Twidwell, and D.R. Uden. 2021. Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty. Methods in ecology and evolution. http://dx.doi.org/10.1111/2041-210x.13564
DOI: 10.5281/zenodo.5725399
title: Rangeland Analysis Platform - vegetation cover v2 2020

description: Rangeland Analysis Platform vegetation cover v2 2020 These data represent rangeland cover estimates determined by Allred et al. (2021)<br> and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aerial cover for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - bare ground<br> Band 3 - litter<br> Band 4 - perennial forb and grass<br> Band 5 - shrub<br> Band 6 - tree<br> No Data value = 255 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Cover estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Uncertainty values are not included. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Allred, B.W., B.T. Bestelmeyer, C.S. Boyd, C. Brown, K.W. Davies, M.C. Duniway, L.M. Ellsworth, T.A. Erickson, S.D. Fuhlendorf, T.V. Griffiths, V. Jansen, M.O. Jones, J. Karl, A. Knight, J.D. Maestas, J.J. Maynard, S.E. McCord, D.E. Naugle, H.D. Starns, D. Twidwell, and D.R. Uden. 2021. Improving Landsat predictions of rangeland fractional cover with multitask learning and uncertainty. Methods in ecology and evolution. http://dx.doi.org/10.1111/2041-210x.13564
DOI: 10.5281/zenodo.5728485
title: Rangeland Analysis Platform - vegetation biomass v2 1986

description: Rangeland Analysis Platform vegetation biomass v2 1986 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728484
title: Rangeland Analysis Platform - vegetation biomass v2 1986

description: Rangeland Analysis Platform vegetation biomass v2 1986 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728471
title: Rangeland Analysis Platform - vegetation biomass v2 1987

description: Rangeland Analysis Platform vegetation biomass v2 1987 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728470
title: Rangeland Analysis Platform - vegetation biomass v2 1987

description: Rangeland Analysis Platform vegetation biomass v2 1987 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728464
title: Rangeland Analysis Platform - vegetation biomass v2 1988

description: Rangeland Analysis Platform vegetation biomass v2 1988 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728463
title: Rangeland Analysis Platform - vegetation biomass v2 1988

description: Rangeland Analysis Platform vegetation biomass v2 1988 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728452
title: Rangeland Analysis Platform - vegetation biomass v2 1989

description: Rangeland Analysis Platform vegetation biomass v2 1989 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728451
title: Rangeland Analysis Platform - vegetation biomass v2 1989

description: Rangeland Analysis Platform vegetation biomass v2 1989 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728444
title: Rangeland Analysis Platform - vegetation biomass v2 1990

description: Rangeland Analysis Platform vegetation biomass v2 1990 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728443
title: Rangeland Analysis Platform - vegetation biomass v2 1990

description: Rangeland Analysis Platform vegetation biomass v2 1990 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728433
title: Rangeland Analysis Platform - vegetation biomass v2 1991

description: Rangeland Analysis Platform vegetation biomass v2 1991 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728432
title: Rangeland Analysis Platform - vegetation biomass v2 1991

description: Rangeland Analysis Platform vegetation biomass v2 1991 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728403
title: Rangeland Analysis Platform - vegetation biomass v2 1993

description: Rangeland Analysis Platform vegetation biomass v2 1993 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003
DOI: 10.5281/zenodo.5728402
title: Rangeland Analysis Platform - vegetation biomass v2 1993

description: Rangeland Analysis Platform vegetation biomass v2 1993 These data represent estimates of annual aboveground biomass (lbs/acre) as described in Jones et al. (2021) and as accessible on the Rangeland Analysis Platform (https://rangelands.app).<br> Values are estimates of aboveground biomass for the following rangeland functional groups: Band 1 - annual forb and grass<br> Band 2 - perennial forb and grass<br> No Data value = 65535 Although these data were produced across a broad region, they are primarily<br> intended for rangeland ecosystems. Estimates may not be suitable in other<br> ecosystems, e.g., forests, agricultural lands. Data are in WGS84 Geographic Coordinate System (EPSG:4326); spatial resolution<br> is approximately 30m. Please attribute these data to:<br> Jones, M.O., N.P. Robinson, D.E. Naugle, J.D. Maestas, M.C. Reeves, R.W. Lankston, and B.W. Allred. 2021. Annual and 16-Day Rangeland Production Estimates for the Western United States. Rangeland Ecology & Management 77:112–117. http://dx.doi.org/10.1016/j.rama.2021.04.003