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Remote Sensing Data for Digital Soil Mapping in French Research—A Review

hal.structure.identifierInfo&Sols [Info&Sols]
dc.contributor.authorRICHER-DE-FORGES, Anne
hal.structure.identifierInfo&Sols [Info&Sols]
hal.structure.identifierEcologie fonctionnelle et écotoxicologie des agroécosystèmes [ECOSYS]
dc.contributor.authorCHEN, Qianqian
hal.structure.identifierTerritoires, Environnement, Télédétection et Information Spatiale [UMR TETIS]
dc.contributor.authorBAGHDADI, Nicolas
hal.structure.identifierZhejiang University [Hangzhou, China]
dc.contributor.authorCHEN, Songchao
hal.structure.identifierLaboratoire d'étude des Interactions Sol - Agrosystème - Hydrosystème [UMR LISAH]
dc.contributor.authorGOMEZ, Cécile
hal.structure.identifierInstitut de Physique du Globe de Paris [IPGP (UMR_7154)]
dc.contributor.authorJACQUEMOUD, Stéphane
hal.structure.identifierBureau de Recherches Géologiques et Minières [BRGM]
dc.contributor.authorMARTELET, Guillaume
hal.structure.identifierWageningen University and Research [Wageningen] [WUR]
dc.contributor.authorMULDER, Vera L.
hal.structure.identifierEcologie fonctionnelle et écotoxicologie des agroécosystèmes [ECOSYS]
dc.contributor.authorURBINA-SALAZAR, Diego
hal.structure.identifierEcologie fonctionnelle et écotoxicologie des agroécosystèmes [ECOSYS]
dc.contributor.authorVAUDOUR, Emmanuelle
hal.structure.identifierEnvironnement Méditerranéen et Modélisation des Agro-Hydrosystèmes [EMMAH]
dc.contributor.authorWEISS, Marie
hal.structure.identifierInteractions Sol Plante Atmosphère [UMR ISPA]
dc.contributor.authorWIGNERON, Jean-Pierre
hal.structure.identifierInfo&Sols [Info&Sols]
dc.contributor.authorARROUAYS, D.
dc.date.accessioned2024-04-08T11:43:33Z
dc.date.available2024-04-08T11:43:33Z
dc.date.issued2023-06
dc.identifier.issn2072-4292
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/195112
dc.description.abstractEnSoils are at the crossroads of many existential issues that humanity is currently facing. Soils are a finite resource that is under threat, mainly due to human pressure. There is an urgent need to map and monitor them at field, regional, and global scales in order to improve their management and prevent their degradation. This remains a challenge due to the high and often complex spatial variability inherent to soils. Over the last four decades, major research efforts in the field of pedometrics have led to the development of methods allowing to capture the complex nature of soils. As a result, digital soil mapping (DSM) approaches have been developed for quantifying soils in space and time. DSM and monitoring have become operational thanks to the harmonization of soil databases, advances in spatial modeling and machine learning, and the increasing availability of spatiotemporal covariates, including the exponential increase in freely available remote sensing (RS) data. The latter boosted research in DSM, allowing the mapping of soils at high resolution and assessing the changes through time. We present a review of the main contributions and developments of French (inter)national research, which has a long history in both RS and DSM. Thanks to the French SPOT satellite constellation that started in the early 1980s, the French RS and soil research communities have pioneered DSM using remote sensing. This review describes the data, tools, and methods using RS imagery to support the spatial predictions of a wide range of soil properties and discusses their pros and cons. The review demonstrates that RS data are frequently used in soil mapping (i) by considering them as a substitute for analytical measurements, or (ii) by considering them as covariates related to the controlling factors of soil formation and evolution. It further highlights the great potential of RS imagery to improve DSM, and provides an overview of the main challenges and prospects related to digital soil mapping and future sensors. This opens up broad prospects for the use of RS for DSM and natural resource monitoring.
dc.language.isoen
dc.publisherMDPI
dc.rights.urihttp://creativecommons.org/licenses/by/
dc.subject.enremote sensing
dc.subject.ensoil digital soil mapping
dc.subject.enscale
dc.subject.ensampling density
dc.subject.enresolution
dc.subject.ensensors
dc.subject.enwavelengths
dc.subject.encovariates
dc.subject.enreview
dc.title.enRemote Sensing Data for Digital Soil Mapping in French Research—A Review
dc.typeArticle de revue
dc.identifier.doi10.3390/rs15123070
dc.subject.halPlanète et Univers [physics]/Sciences de la Terre
dc.subject.halSciences du Vivant [q-bio]/Sciences agricoles/Science des sols
bordeaux.journalRemote Sensing
bordeaux.page3070
bordeaux.volume15
bordeaux.hal.laboratoriesInteractions Soil Plant Atmosphere (ISPA) - UMR 1391*
bordeaux.issue12
bordeaux.institutionBordeaux Sciences Agro
bordeaux.institutionINRAE
bordeaux.peerReviewedoui
hal.identifierhal-04126699
hal.version1
hal.popularnon
hal.audienceInternationale
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-04126699v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.jtitle=Remote%20Sensing&rft.date=2023-06&rft.volume=15&rft.issue=12&rft.spage=3070&rft.epage=3070&rft.eissn=2072-4292&rft.issn=2072-4292&rft.au=RICHER-DE-FORGES,%20Anne&CHEN,%20Qianqian&BAGHDADI,%20Nicolas&CHEN,%20Songchao&GOMEZ,%20C%C3%A9cile&rft.genre=article


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