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Specifically, the datasets were produced and prepared with the purpose of training a geostatistical model and construct a residential land value map for Guatemala City using a predictive approach. The file \"gc_log\" contains a set of spatial points representing parcel centroids of the observations that were used to train a regression-kriging model. A spatialized variable selection was implemented in order to retain only important variables. The \"grid_prediction.csv\" contains a set of spatial points representing the centroids of an hexagonal tessellation containing values for all the required predictors of land value. The \"research_code.R\" file contains the scripts developed to implement the spatial variable selection, train the regression-kriging model and construct the land value map.</p>"}},{"dsDescriptionValue":{"typeName":"dsDescriptionValue","multiple":false,"typeClass":"primitive","value":"Date: 2020-05-29"}}]},{"typeName":"subject","multiple":true,"typeClass":"controlledVocabulary","value":["Social Sciences"]},{"typeName":"keyword","multiple":true,"typeClass":"compound","value":[{"keywordValue":{"typeName":"keywordValue","multiple":false,"typeClass":"primitive","value":"land value; Guatemala City; Space Syntax; regression-kriging; geostatistics;"}}]},{"typeName":"language","multiple":true,"typeClass":"controlledVocabulary","value":["English"]},{"typeName":"productionDate","multiple":false,"typeClass":"primitive","value":"2017-03-09"},{"typeName":"distributor","multiple":true,"typeClass":"compound","value":[{"distributorName":{"typeName":"distributorName","multiple":false,"typeClass":"primitive","value":"Faculty of Geo-information Science and Earth Observation (ITC), University of Twente"}}]},{"typeName":"distributionDate","multiple":false,"typeClass":"primitive","value":"2020-06-05"},{"typeName":"dateOfDeposit","multiple":false,"typeClass":"primitive","value":"2020-06-05"}]},"dansRights":{"displayName":"Rights Metadata","name":"dansRights","fields":[{"typeName":"dansRightsHolder","multiple":true,"typeClass":"primitive","value":["MSc JA Morales (Jose Andres Morales)","MSc JA Morales (Jose Andres Morales)"]},{"typeName":"dansPersonalDataPresent","multiple":false,"typeClass":"controlledVocabulary","value":"Unknown"},{"typeName":"dansMetadataLanguage","multiple":true,"typeClass":"controlledVocabulary","value":["English"]}]},"dansRelationMetadata":{"displayName":"Relation Metadata","name":"dansRelationMetadata","fields":[{"typeName":"dansAudience","multiple":true,"typeClass":"primitive","value":["https://www.narcis.nl/classification/D65000"],"expandedvalue":[{"@id":"https://www.narcis.nl/classification/D65000","termName":[{"lang":"nl","value":"Planologie"},{"lang":"en","value":"Urban and rural planning"}],"vocabularyUri":"https://www.narcis.nl/classification/"}]},{"typeName":"dansCollection","multiple":true,"typeClass":"primitive","value":["https://vocabularies.dans.knaw.nl/collections/ssh/7e30e380-9e02-4b15-a0af-f35286c3ecec"],"expandedvalue":[{"@id":"https://vocabularies.dans.knaw.nl/collections/ssh/7e30e380-9e02-4b15-a0af-f35286c3ecec","vocabularyUri":"https://vocabularies.dans.knaw.nl/collections"}]},{"typeName":"dansRelation","multiple":true,"typeClass":"compound","value":[{"dansRelationType":{"typeName":"dansRelationType","multiple":false,"typeClass":"controlledVocabulary","value":"is format of"},"dansRelationText":{"typeName":"dansRelationText","multiple":false,"typeClass":"primitive","value":"10.6084/m9.figshare.11534121"},"dansRelationURI":{"typeName":"dansRelationURI","multiple":false,"typeClass":"primitive","value":"https://doi.org/10.6084/m9.figshare.11534121"}},{"dansRelationType":{"typeName":"dansRelationType","multiple":false,"typeClass":"controlledVocabulary","value":"is format of"},"dansRelationText":{"typeName":"dansRelationText","multiple":false,"typeClass":"primitive","value":"10.6084/m9.figshare.11535090"},"dansRelationURI":{"typeName":"dansRelationURI","multiple":false,"typeClass":"primitive","value":"https://doi.org/10.6084/m9.figshare.11535090"}},{"dansRelationType":{"typeName":"dansRelationType","multiple":false,"typeClass":"controlledVocabulary","value":"is part of"},"dansRelationText":{"typeName":"dansRelationText","multiple":false,"typeClass":"primitive","value":"Morales, J. 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