TSEB implementation for the manuscript 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics'
This dataset was used to run the remote sensing-based two-source energy balance (TSEB) model to estimate evapotranspiration and related crop stress indicators using high-resolution imagery from unmanned aerial vehicles (UAVs) over a a vineyard experimental site in Madrid, Spain ('El Socorro', Belmonte de Tajo, Madrid, Spain). The dataset includes an example script to run the python implementation of TSEB (pyTSEB, https://github.com/hectornieto/pyTSEB) forced with UAV imagery and meteorological data acquired over the study site. The model outputs are also provided for the different TSEB version (TSEB-PT and TSEB-2T). These results are associated with the manuscript titled 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' published in Irrigation Science.
Main Authors: | , , , , , , , , , , , , |
---|---|
Other Authors: | |
Format: | dataset biblioteca |
Language: | English |
Published: |
DIGITAL.CSIC
2024-04-24
|
Subjects: | UAV, Water stress, TSEB, evapotranspiration, energy balance, unmanned aerial vehicles, remote sensing, vineyards, irrigation, |
Online Access: | http://hdl.handle.net/10261/354889 https://doi.org/10.20350/digitalCSIC/16235 http://dx.doi.org/10.13039/501100004837 http://dx.doi.org/10.13039/501100011033 http://dx.doi.org/10.13039/501100000780 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
id |
dig-ica-es-10261-354889 |
---|---|
record_format |
koha |
institution |
ICA ES |
collection |
DSpace |
country |
España |
countrycode |
ES |
component |
Bibliográfico |
access |
En linea |
databasecode |
dig-ica-es |
tag |
biblioteca |
region |
Europa del Sur |
libraryname |
Biblioteca del ICA España |
language |
English |
topic |
UAV Water stress TSEB evapotranspiration energy balance unmanned aerial vehicles remote sensing vineyards irrigation UAV Water stress TSEB evapotranspiration energy balance unmanned aerial vehicles remote sensing vineyards irrigation |
spellingShingle |
UAV Water stress TSEB evapotranspiration energy balance unmanned aerial vehicles remote sensing vineyards irrigation UAV Water stress TSEB evapotranspiration energy balance unmanned aerial vehicles remote sensing vineyards irrigation Burchard-Levine, Vicente Borra-Serrano, Irene Peña Barragán, José Manuel Kustas, William P. Guerra, José G. Dorado, José Mesías-Ruiz, Gustavo A. Herrezuelo, Miguel Mary, Benjamin McKee, Lynn M. Castro, Ana Isabel de Sanchez-Élez, Sara Nieto, Héctor TSEB implementation for the manuscript 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' |
description |
This dataset was used to run the remote sensing-based two-source energy balance (TSEB) model to estimate evapotranspiration and related crop stress indicators using high-resolution imagery from unmanned aerial vehicles (UAVs) over a a vineyard experimental site in Madrid, Spain ('El Socorro', Belmonte de Tajo, Madrid, Spain). The dataset includes an example script to run the python implementation of TSEB (pyTSEB, https://github.com/hectornieto/pyTSEB) forced with UAV imagery and meteorological data acquired over the study site. The model outputs are also provided for the different TSEB version (TSEB-PT and TSEB-2T). These results are associated with the manuscript titled 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' published in Irrigation Science. |
author2 |
Ministerio de Ciencia e Innovación (España) |
author_facet |
Ministerio de Ciencia e Innovación (España) Burchard-Levine, Vicente Borra-Serrano, Irene Peña Barragán, José Manuel Kustas, William P. Guerra, José G. Dorado, José Mesías-Ruiz, Gustavo A. Herrezuelo, Miguel Mary, Benjamin McKee, Lynn M. Castro, Ana Isabel de Sanchez-Élez, Sara Nieto, Héctor |
format |
dataset |
topic_facet |
UAV Water stress TSEB evapotranspiration energy balance unmanned aerial vehicles remote sensing vineyards irrigation |
author |
Burchard-Levine, Vicente Borra-Serrano, Irene Peña Barragán, José Manuel Kustas, William P. Guerra, José G. Dorado, José Mesías-Ruiz, Gustavo A. Herrezuelo, Miguel Mary, Benjamin McKee, Lynn M. Castro, Ana Isabel de Sanchez-Élez, Sara Nieto, Héctor |
author_sort |
Burchard-Levine, Vicente |
title |
TSEB implementation for the manuscript 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' |
title_short |
TSEB implementation for the manuscript 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' |
title_full |
TSEB implementation for the manuscript 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' |
title_fullStr |
TSEB implementation for the manuscript 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' |
title_full_unstemmed |
TSEB implementation for the manuscript 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' |
title_sort |
tseb implementation for the manuscript 'evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' |
publisher |
DIGITAL.CSIC |
publishDate |
2024-04-24 |
url |
http://hdl.handle.net/10261/354889 https://doi.org/10.20350/digitalCSIC/16235 http://dx.doi.org/10.13039/501100004837 http://dx.doi.org/10.13039/501100011033 http://dx.doi.org/10.13039/501100000780 |
work_keys_str_mv |
AT burchardlevinevicente tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT borraserranoirene tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT penabarraganjosemanuel tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT kustaswilliamp tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT guerrajoseg tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT doradojose tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT mesiasruizgustavoa tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT herrezuelomiguel tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT marybenjamin tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT mckeelynnm tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT castroanaisabelde tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT sanchezelezsara tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics AT nietohector tsebimplementationforthemanuscriptevaluatingtheprecisegrapevinewaterstressdetectionusingunmannedaerialvehiclesandevapotranspirationbasedmetrics |
_version_ |
1802820072177139712 |
spelling |
dig-ica-es-10261-3548892024-04-30T09:10:55Z TSEB implementation for the manuscript 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' Burchard-Levine, Vicente Borra-Serrano, Irene Peña Barragán, José Manuel Kustas, William P. Guerra, José G. Dorado, José Mesías-Ruiz, Gustavo A. Herrezuelo, Miguel Mary, Benjamin McKee, Lynn M. Castro, Ana Isabel de Sanchez-Élez, Sara Nieto, Héctor Ministerio de Ciencia e Innovación (España) Agencia Estatal de Investigación (España) European Commission Burchard-Levine, Vicente [0000-0003-0222-8706] Borra-Serrano, Irene [0000-0003-3444-3099] Peña Barragán, José Manuel [0000-0003-4592-3792] Dorado, José [0000-0002-2268-2562] Castro, Ana Isabel de [0000-0002-6699-2204] Nieto, Héctor [0000-0003-4250-6424] Burchard-Levine, Vicente [vburchard@ica.csic.es] UAV Water stress TSEB evapotranspiration energy balance unmanned aerial vehicles remote sensing vineyards irrigation This dataset was used to run the remote sensing-based two-source energy balance (TSEB) model to estimate evapotranspiration and related crop stress indicators using high-resolution imagery from unmanned aerial vehicles (UAVs) over a a vineyard experimental site in Madrid, Spain ('El Socorro', Belmonte de Tajo, Madrid, Spain). The dataset includes an example script to run the python implementation of TSEB (pyTSEB, https://github.com/hectornieto/pyTSEB) forced with UAV imagery and meteorological data acquired over the study site. The model outputs are also provided for the different TSEB version (TSEB-PT and TSEB-2T). These results are associated with the manuscript titled 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' published in Irrigation Science. The experiment was undertaken under the Digital Agriculture Technologies for Irrigation efficiency (DATI) project (2020-2024) funded by the Spanish Ministry of Science and Innovation (AEI/10.13039/501100011033) and the PRIMA EU program. It additionally received support from the EO4WUE research project (TED2021-129814B-I00) funded by MCIN/AEI/10.13039/501100011033 and by the European Union NextGenerationEU/PRTR. We also would like to thank Dr. Bill Kustas and USDA for helping with research infrastructure and scientific support. All the inputs and outputs of the two-source energy balance (TSEB) model are in the 'inputs' and 'outputs folder. Another readme file explicitely describes this data. Also described below: ## inputs ### meteo A csv file with meterological and EC measurements during UAV overpass time. ### UAV UAV imagery are stored in seperate folders for each date (in YYYYMMDD). Each input is available over the study site at 2m spatial resolution. ## outputs The model outputs are available for both TSEB-PT and TSEB-2T versions using pyTSEB (https://github.com/hectornieto/pyTSEB). In each folder, both Main ('Main') and ancillary ('Anc') output data is made available. Peer reviewed 2024-04-24T15:24:18Z 2024-04-24T15:24:18Z 2024-04-24 dataset http://purl.org/coar/resource_type/c_ddb1 Burchard-Levine, Vicente; Borra-Serrano, Irene; Peña Barragán, José Manuel; Kustas, William P.; Guerra, José G.; Dorado, José; Mesías-Ruiz, Gustavo A.; Herrezuelo, Miguel; Mary, Benjamin; McKee, Lynn M.; Castro, Ana Isabel de; Sanchez-Élez, Sara; Nieto, Héctor; 2024; "TSEB implementation for article 'Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics' [Dataset]"; DIGITAL.CSIC; https://doi.org/10.20350/digitalCSIC/16235 http://hdl.handle.net/10261/354889 https://doi.org/10.20350/digitalCSIC/16235 http://dx.doi.org/10.13039/501100004837 http://dx.doi.org/10.13039/501100011033 http://dx.doi.org/10.13039/501100000780 en #PLACEHOLDER_PARENT_METADATA_VALUE# info:eu-repo/grantAgreement/AEI//TED2021-129814B-I00 Burchard-Levine, Vicente; Borra-Serrano, Irene; Peña Barragán, José Manuel; Kustas, William P.; Guerra, José G.; Dorado, José; Mesías-Ruiz, Gustavo A.; Herrezuelo, Miguel; Mary, Benjamin; McKee, Lynn M.; Castro, Ana Isabel de; Sanchez-Élez, Sara; Nieto, Héctor. Evaluating the precise grapevine water stress detection using unmanned aerial vehicles and evapotranspiration-based metrics. https://doi.org/10.1007/s00271-024-00931-9. http://hdl.handle.net/10261/355402 A python script ('run_tseb_main.py') is made available to reproduce the results presented in manuscript. This script links to the python version of TSEB (pyTSEB:https://github.com/hectornieto/pyTSEB) Sí open image/tiff text/csv name=Belmonte de Tajo; lat=40.1329400; long=-3.3375300 https://www.geonames.org/3128323/belmonte-de-tajo.html start=2022-08-16; end=2023-08-29 DIGITAL.CSIC |