Pre-crop Values From Satellite Images for Various Previous and Subsequent Crop Combinations

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dc.contributor Aalto-yliopisto fi
dc.contributor Aalto University en
dc.contributor.author Peltonen-Sainio, Pirjo
dc.contributor.author Jauhiainen, Lauri
dc.contributor.author Honkavaara, Eija
dc.contributor.author Wittke, Samantha
dc.contributor.author Karjalainen, Mika
dc.contributor.author Puttonen, Eetu
dc.date.accessioned 2019-05-06T09:08:42Z
dc.date.available 2019-05-06T09:08:42Z
dc.date.issued 2019-04-09
dc.identifier.citation Peltonen-Sainio , P , Jauhiainen , L , Honkavaara , E , Wittke , S , Karjalainen , M & Puttonen , E 2019 , ' Pre-crop Values From Satellite Images for Various Previous and Subsequent Crop Combinations ' FRONTIERS IN PLANT SCIENCE , vol. 10 , 462 , pp. 1-13 . https://doi.org/10.3389/fpls.2019.00462 en
dc.identifier.issn 1664-462X
dc.identifier.other PURE UUID: 2f231db6-1052-4fc8-8e43-d95fc71cd902
dc.identifier.other PURE ITEMURL: https://research.aalto.fi/en/publications/precrop-values-from-satellite-images-for-various-previous-and-subsequent-crop-combinations(2f231db6-1052-4fc8-8e43-d95fc71cd902).html
dc.identifier.other PURE LINK: http://www.scopus.com/inward/record.url?scp=85064225109&partnerID=8YFLogxK
dc.identifier.other PURE FILEURL: https://research.aalto.fi/files/33204850/fpls_10_00462.pdf
dc.identifier.uri https://aaltodoc.aalto.fi/handle/123456789/37631
dc.description.abstract Monocultural land use challenges sustainability of agriculture. Pre-crop value indicates the benefits of a previous crop for a subsequent crop in crop sequencing and facilitates diversification of agricultural systems. Traditional field experiments are resource intensive and evaluate pre-crop values only for a limited number of previous and subsequent crops. We developed a dynamic method based on Sentinel-2 derived Normalized Difference Vegetation Index (NDVI) values to estimate pre-crop values on a field parcel scale. The NDVI-values were compared to the region specific 90th percentile of each crop and year and thereby, an NDVI-gap was determined. The NDVI-gaps for each subsequent crop in the case of monocultural crop sequencing were compared to that for other previous crops in rotation and thereby, pre-crop values for a high number of previous and subsequent crop combinations were estimated. The pre-crop values ranged from +16% to -16%. Especially grain legumes and rapeseed were valuable as pre-crops, whichis well in line with results from field experiments. Such data on pre-crop values can be updated and expanded every year. For the first time, a high number of previous and following crop combinations, originating from farmer's fields, is available to support diversification of currently monocultural crop sequencing patterns in agriculture. en
dc.format.extent 13
dc.format.extent 1-13
dc.format.mimetype application/pdf
dc.language.iso en en
dc.publisher Frontiers Media S.A
dc.relation.ispartofseries FRONTIERS IN PLANT SCIENCE en
dc.relation.ispartofseries Volume 10 en
dc.rights openAccess en
dc.subject.other Plant Science en
dc.subject.other 1171 Geosciences en
dc.title Pre-crop Values From Satellite Images for Various Previous and Subsequent Crop Combinations en
dc.type A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä fi
dc.description.version Peer reviewed en
dc.contributor.department Luke Natural Resources Institute Finland
dc.contributor.department National Land Survey of Finland
dc.contributor.department Department of Built Environment
dc.subject.keyword crop rotation
dc.subject.keyword crop sequencing
dc.subject.keyword NDVI
dc.subject.keyword pre-crop effect
dc.subject.keyword remote sensing
dc.subject.keyword Sentinel-2
dc.subject.keyword CANOPY DEVELOPMENT
dc.subject.keyword FARMING SYSTEM
dc.subject.keyword GRAIN LEGUMES
dc.subject.keyword BREAK CROPS
dc.subject.keyword ROTATIONS
dc.subject.keyword YIELDS
dc.subject.keyword MANAGEMENT
dc.subject.keyword CULTIVARS
dc.subject.keyword SEQUENCE
dc.subject.keyword GROWTH
dc.subject.keyword Crop sequencing
dc.subject.keyword Remote sensing
dc.subject.keyword Pre-crop effect
dc.subject.keyword Crop rotation
dc.subject.keyword Plant Science
dc.subject.keyword 1171 Geosciences
dc.identifier.urn URN:NBN:fi:aalto-201905062751
dc.identifier.doi 10.3389/fpls.2019.00462
dc.type.version publishedVersion


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