Potential utilization of satellite remote sensing for field-based agricultural studies

Abstract Using satellite remote-sensing is a useful approach for agriculture to monitor plant and soil conditions and provide decision-making support to farmers. Recently, several types of tools and indices by the satellite remote-sensing have been developed for monitoring drought stress, changes in...

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Autores principales:	Keiji Jindo, Osamu Kozan, Kohtaro Iseki, Bernardo Maestrini, Frits K. van Evert, Yilma Wubengeda, Egidio Arai, Yosio Edemir Shimabukuro, Yoshito Sawada, Corné Kempenaar
Formato:	article
Lenguaje:	EN
Publicado:	SpringerOpen 2021
Materias:	Satellite remote-sensing Drought stress Land-use map Evapotranspiration Deforestation PALSAR Agriculture S
Acceso en línea:	https://doaj.org/article/a36cefc278ef4e4e9cf55663d664f7c7
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spelling	oai:doaj.org-article:a36cefc278ef4e4e9cf55663d664f7c72021-11-07T12:03:55ZPotential utilization of satellite remote sensing for field-based agricultural studies10.1186/s40538-021-00253-42196-5641https://doaj.org/article/a36cefc278ef4e4e9cf55663d664f7c72021-11-01T00:00:00Zhttps://doi.org/10.1186/s40538-021-00253-4https://doaj.org/toc/2196-5641Abstract Using satellite remote-sensing is a useful approach for agriculture to monitor plant and soil conditions and provide decision-making support to farmers. Recently, several types of tools and indices by the satellite remote-sensing have been developed for monitoring drought stress, changes in land uses, and crop–soil water relations. Although these techniques are powerful tools, especially in developing countries and regions where precise data of crop evaluation and yield statistics are not accessible, it is quite difficult for beginners to select the most suitable tool or index for their objectives. Major difficulties are in the specificity of the terminology, differences among the sensors (e.g., active vs. passive sensors), interpretation of imaginary data, and multidisciplinary topics. This work offers non-expert readers basic knowledge of remote-sensing use in agriculture, presenting advancements in the field and future insights. We review different sensors that are frequently used, such as optical sensors and synthetic aperture radar, as well as the following different purposes for using remote-sensing in agriculture: drought stress detection, monitoring land use in tropical regions (e.g., deforestation), and estimating water balance evapotranspiration in emerging and developing countries. Additionally, the integrated approach of remote-sensing data into the crop simulation model, which can provide a more holistic view of the plant and field status over cropping season, is described for the field-based studies. Graphic abstractKeiji JindoOsamu KozanKohtaro IsekiBernardo MaestriniFrits K. van EvertYilma WubengedaEgidio AraiYosio Edemir ShimabukuroYoshito SawadaCorné KempenaarSpringerOpenarticleSatellite remote-sensingDrought stressLand-use mapEvapotranspirationDeforestationPALSARAgricultureSENChemical and Biological Technologies in Agriculture, Vol 8, Iss 1, Pp 1-16 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Satellite remote-sensing Drought stress Land-use map Evapotranspiration Deforestation PALSAR Agriculture S
spellingShingle	Satellite remote-sensing Drought stress Land-use map Evapotranspiration Deforestation PALSAR Agriculture S Keiji Jindo Osamu Kozan Kohtaro Iseki Bernardo Maestrini Frits K. van Evert Yilma Wubengeda Egidio Arai Yosio Edemir Shimabukuro Yoshito Sawada Corné Kempenaar Potential utilization of satellite remote sensing for field-based agricultural studies
description	Abstract Using satellite remote-sensing is a useful approach for agriculture to monitor plant and soil conditions and provide decision-making support to farmers. Recently, several types of tools and indices by the satellite remote-sensing have been developed for monitoring drought stress, changes in land uses, and crop–soil water relations. Although these techniques are powerful tools, especially in developing countries and regions where precise data of crop evaluation and yield statistics are not accessible, it is quite difficult for beginners to select the most suitable tool or index for their objectives. Major difficulties are in the specificity of the terminology, differences among the sensors (e.g., active vs. passive sensors), interpretation of imaginary data, and multidisciplinary topics. This work offers non-expert readers basic knowledge of remote-sensing use in agriculture, presenting advancements in the field and future insights. We review different sensors that are frequently used, such as optical sensors and synthetic aperture radar, as well as the following different purposes for using remote-sensing in agriculture: drought stress detection, monitoring land use in tropical regions (e.g., deforestation), and estimating water balance evapotranspiration in emerging and developing countries. Additionally, the integrated approach of remote-sensing data into the crop simulation model, which can provide a more holistic view of the plant and field status over cropping season, is described for the field-based studies. Graphic abstract
format	article
author	Keiji Jindo Osamu Kozan Kohtaro Iseki Bernardo Maestrini Frits K. van Evert Yilma Wubengeda Egidio Arai Yosio Edemir Shimabukuro Yoshito Sawada Corné Kempenaar
author_facet	Keiji Jindo Osamu Kozan Kohtaro Iseki Bernardo Maestrini Frits K. van Evert Yilma Wubengeda Egidio Arai Yosio Edemir Shimabukuro Yoshito Sawada Corné Kempenaar
author_sort	Keiji Jindo
title	Potential utilization of satellite remote sensing for field-based agricultural studies
title_short	Potential utilization of satellite remote sensing for field-based agricultural studies
title_full	Potential utilization of satellite remote sensing for field-based agricultural studies
title_fullStr	Potential utilization of satellite remote sensing for field-based agricultural studies
title_full_unstemmed	Potential utilization of satellite remote sensing for field-based agricultural studies
title_sort	potential utilization of satellite remote sensing for field-based agricultural studies
publisher	SpringerOpen
publishDate	2021
url	https://doaj.org/article/a36cefc278ef4e4e9cf55663d664f7c7
work_keys_str_mv	AT keijijindo potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT osamukozan potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT kohtaroiseki potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT bernardomaestrini potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT fritskvanevert potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT yilmawubengeda potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT egidioarai potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT yosioedemirshimabukuro potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT yoshitosawada potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies AT cornekempenaar potentialutilizationofsatelliteremotesensingforfieldbasedagriculturalstudies
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Potential utilization of satellite remote sensing for field-based agricultural studies

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