{"dcterms:modified":"2025-07-23","dcterms:creator":"bonndata","@type":"ore:ResourceMap","schema:additionalType":"Dataverse OREMap Format v1.0.1","dvcore:generatedBy":{"@type":"schema:SoftwareApplication","schema:name":"Dataverse","schema:version":"6.6 build 1829-192cdc4","schema:url":"https://github.com/iqss/dataverse"},"@id":"https://bonndata.uni-bonn.de/catalog/datasets/10.60507/FK2/WWJO7W/exportformat/oai-ore.json","ore:describes":{"citation:datasetContact":{"citation:datasetContactName":"Ines Jendritzki","citation:datasetContactAffiliation":"Center for Development Research, Department Ecology and Natural Resources Management (ZEF C), University of Bonn","citation:datasetContactEmail":"i.jendritzki@gmx.de"},"citation:topicClassification":[{"citation:topicClassValue":"pest infestation","citation:topicClassVocab":"GEMET - Concepts, version 2.4"},{"citation:topicClassValue":"agricultural pest","citation:topicClassVocab":"GEMET - Concepts, version 2.4"},{"citation:topicClassValue":"agricultural ecology","citation:topicClassVocab":"GEMET - Concepts, version 2.4"},{"citation:topicClassValue":"climatic change","citation:topicClassVocab":"GEMET - Concepts, version 2.4"},{"citation:topicClassValue":"yield (agricultural)","citation:topicClassVocab":"GEMET - Concepts, version 2.4"}],"software":{"citation:softwareName":"Version 6.2 (Build 9200) ; Esri ArcGIS 10.7.1.11595"},"citation:freeKeyword":[{"citation:freeKeywordValue":"stem borer pest"},{"citation:freeKeywordValue":"maize"},{"citation:freeKeywordValue":"yield losses"},{"citation:freeKeywordValue":"biota"},{"citation:freeKeywordValue":"farming"}],"citation:subjectRefinement":[{"subjectRefinementValue":"biota"},{"subjectRefinementValue":"farming"}],"geospatial:geographicBoundingBox":{"geospatial:westLongitude":"29.416667","geospatial:eastLongitude":"41.916667","geospatial:northLatitude":"4.625","geospatial:southLatitude":"-11.708333"},"timePeriodCovered":{"citation:timePeriodCoveredStart":"1970-01-01","citation:timePeriodCoveredEnd":"2000-12-31"},"citation:dateOfCollection":{"citation:dateOfCollectionStart":"2021-05-01","citation:dateOfCollectionEnd":"2021-05-01"},"geospatial:geographicCoverage":[{"geospatial:country":"Kenya"},{"geospatial:otherGeographicCoverage":"Tanzania"}],"author":{"citation:authorName":"Ines Jendritzki","citation:authorAffiliation":"Center for Development Research, Department Ecology and Natural Resources Management (ZEF C), University of Bonn"},"citation:dsDescription":{"citation:dsDescriptionValue":"The research within the scope of which the presented data was generated was part of the funding initiative ‘Knowledge for Tomorrow-Cooperative Research Project in sub-Saharan Africa on Resource, their Dynamics, and Sustainability’ funded by the Volkswagen Foundation. The overall study aimed at investigating the uncertainties in the effectiveness of biological control of stem borers under different climate change scenarios in Kenya and Tanzania. Using the species distribution modelling approach MaxEnt, the research predicts the current and future distribution of three important lepidopteran stem borer pests of maize in eastern Africa, i.e., Busseola fusca (Fuller, 1901), Chilo partellus (Swinhoe, 1885) and Sesamia calamistis (Hampson, 1910), and two of their parasitoids used for biological control, i.e., Cotesia flavipes (Cameron, 1891) and Cotesia sesamiae (Cameron, 1906). Based on these potential distributions and data collected during household surveys with local farmers in Kenya and Tanzania, future maize yield losses are predicted considering three different Global Circulation Models (GCMs) for four different Shared Socioeconomic Pathway (SSP) scenarios (SSP1-2.6, SSP2-4.5, SSP 3-7.0, SSP5-8.5) and two time periods, i.e., 2041-2060 and 2081-2100. \nStem borer-associated maize yield losses (in kg/ha) are extrapolated using data on average maize yield in the study area downloaded from MapSPAM and based on results from a 2018 household survey conducted by researchers from the International Centre of Insect Physiology and Ecology (icipe) under the cooperative project \"Adaptation for Food Security and Ecosystem Resilience in Africa” (AFERIA) of icipe, the University of Helsinki and the University of York in which local farmers were asked to quantify losses in maize yield by stem borer infestation. Based on these survey data, 95% confidence intervals (CIs) for maize yield losses were calculated. Yield losses by stem borers for all scenarios are given for mean, lower and upper bound of the CI.\n\nQuality/Lineage: Rasters showing stem borer-associated maize yield losses were calculated in RStudio using the 'raster' package. Three raster layers were multiplied to quantify maize yield losses by the stem borer pests: Y(c,p)= A(c,p)*Mc*Lp\nwhere Yc,p represents yield losses (kg/ha) for each grid cell c and each stem borer species p, Ac,p= {1,0} indicates each stem borer species’ presence or absence for each grid cell, Mc indicates maize yield (kg/ha) for each cell and Lp representing estimated yield losses by each stem borer (%)."},"geospatial:CoordinateReferenceSystem":{"geospatial:CoordinateReferenceSystem.codeSpace":"EPSG","geospatial:CoordinateReferenceSystem.code":"4326","geospatial:CoordinateReferenceSystem.version":"6.14(3.0.1)"},"citation:otherId":{"citation:otherIdAgency":"ZEF Data Portal","citation:otherIdValue":"f67a133e-fbdd-49a4-a2f3-a86e841be3ad"},"otherReferences":"International Centre for Insect Physiology and Ecology (icipe)","citation:notesText":"This dataset was first published on the institutional Repository \"Zentrum für Entwicklungsforschung: ZEF Data Portal\" with ID={f67a133e-fbdd-49a4-a2f3-a86e841be3ad}.<br/>\nThe naming of files follows the syntax: The naming of files follows the syntax: first letters of stem borer name_SSP scenario_time period_threshold applied_mean/lower/upper bound of CI","language":"English","subject":"Other","title":"Estimated Maize Yield Losses by Stem Borers in Kenya and Tanzania under Current Climatic Conditions (1970-2000) and Different Climate Change Scenarios (2041-2060, 2081-2100)","@id":"https://doi.org/10.60507/FK2/WWJO7W","@type":["ore:Aggregation","schema:Dataset"],"schema:version":"1.0","schema:name":"Estimated Maize Yield Losses by Stem Borers in Kenya and Tanzania under Current Climatic Conditions (1970-2000) and Different Climate Change Scenarios (2041-2060, 2081-2100)","schema:dateModified":"Mon Sep 18 12:23:15 CEST 2023","schema:datePublished":"2023-09-18","schema:creativeWorkStatus":"RELEASED","schema:license":"http://creativecommons.org/licenses/by-sa/4.0","dvcore:fileTermsOfAccess":{"dvcore:fileRequestAccess":true},"schema:includedInDataCatalog":"bonndata","schema:isPartOf":{"schema:name":"ZEF: Center for Development Research","@id":"https://bonndata.uni-bonn.de/dataverse/zef","schema:isPartOf":{"schema:name":"bonndata","@id":"https://bonndata.uni-bonn.de/dataverse/bonndata-root","schema:description":"<h3>bonndata is the institutional, cross-disciplinary research data repository for the publication of research data for all researchers at the University of Bonn.\n<br> bonndata is provided by the <a href=\"https://www.hrz.uni-bonn.de/de\">University IT and Data Center </a> and maintained by the <a href=\"https://www.forschungsdaten.uni-bonn.de/de\">Research Data Service Center</a>.\n<br><hr>\nReady to get started with bonndata? \n<br>\nHave a look at our <a href=\"https://confluence.team.uni-bonn.de/x/-1dqBg\">User Guide</a> to get to know the bonndata workflow, tips and tricks!\n<br><hr>\nQuestions? Need assistance? \n<br>\nGet in touch: <b> 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