Expert opinion and model of natural pest control in agricultural landscapes

DOI

The survey asks expert How they would estimate the capacity different land use (herbaceous semi-natural habitat, forest edge, forest core) to support the abundance of the following insect groups in the landscape: ‘complete generalists’ ‘specialized predators’, ‘parasitoids’. The score is provided on a scale from 0 (no relevant capacity) to 10 (very high relevance). For each opinion, experts provided a level of confidence: 1 'I don’t feel confident with my score', 2 'I feel fairly confident with my score” and 3: 'I feel confident with my score'.

In the same way experts were asked to rate a baseline scenario of agricultural fields defined as as a conventionally managed average field (with an average field size of 3-7 ha, fertilization and pesticide application compared to the region of interest) of medium crop diversity with three functional groups over 4 years (e.g., cereal, oilseed crop, root crop). Then experts were asked how much a single change from one practices to an alternative one (e.g., conventional to organic) would affect the score they provided

  • 50 to - 100% = considerably worse -20 to -50%= notably better -1 to -20% = slightly worse 0 = no change +1 to 20% = slightly better +20 to 50%= notably better
  • 50 to 100%= considerably better +100 to 200% = extremely better

Finally experts were asked about the distance at which landscape change affect the abundance of the three group of natural enemies.

The score for each practices are derived by mixed effect model and provided in the file Code_Habitats.csv. This file is used in the R model provided here to calculate natural pest control using the weighted moving window describe in Riggi et al., 2024 Ecological Indicators.

NPC_Model_Riggi.R is the code of the model Fields_AOI.shp represent an example of fields with agricultural land use information CadasterEnv_AOI.tif is the land use map CADASTERENV_Label_to_change_input.csv allows the reclassification of land use into forest edge, core and herbaceous areas Code_Habitats-1.csv contrains the values associated to each support of land use for natural pest control.

Identifier
DOI https://doi.org/10.34894/QJDFDY
Metadata Access https://dataverse.nl/oai?verb=GetRecord&metadataPrefix=oai_datacite&identifier=doi:10.34894/QJDFDY
Provenance
Creator Chopin, Pierre
Publisher DataverseNL
Contributor Chopin, Pierre; Peitz Charlotte
Publication Year 2024
Funding Reference SLU (Swedish University of Agricultural Sciences) Cropping system plateform
Rights CC0 1.0; info:eu-repo/semantics/openAccess; http://creativecommons.org/publicdomain/zero/1.0
OpenAccess true
Contact Chopin, Pierre (vu.nl)
Representation
Resource Type Expert opinion in the form of Likert scale from 0-10; Dataset
Format image/tiff; text/xml; text/comma-separated-values; text/csv; application/vnd.openxmlformats-officedocument.spreadsheetml.sheet; application/dbf; application/prj; application/shp; application/shx; type/x-r-syntax
Size 95792; 7725; 10378; 1023; 22512; 729884; 391; 719020; 12844; 18020
Version 1.0
Discipline Agricultural Sciences; Agriculture, Forestry, Horticulture, Aquaculture; Agriculture, Forestry, Horticulture, Aquaculture and Veterinary Medicine; Earth and Environmental Science; Environmental Research; Geosciences; Life Sciences; Natural Sciences
Spatial Coverage Sweden