{"data":{"id":"10.6084/m9.figshare.5552743","type":"dois","attributes":{"doi":"10.6084/m9.figshare.5552743","prefix":"10.6084","suffix":"m9.figshare.5552743","identifiers":[],"alternateIdentifiers":[],"creators":[{"name":"Bradbury, Kyle","nameType":"Personal","givenName":"Kyle","familyName":"Bradbury","affiliation":[],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0001-9847-0243","nameIdentifierScheme":"ORCID"}]},{"name":"Boning Li","affiliation":[],"nameIdentifiers":[]},{"name":"Brigman, Benjamin","nameType":"Personal","givenName":"Benjamin","familyName":"Brigman","affiliation":[],"nameIdentifiers":[{"schemeUri":"https://orcid.org","nameIdentifier":"https://orcid.org/0000-0001-7674-2439","nameIdentifierScheme":"ORCID"}]},{"name":"Gouttham Chandrasekar","affiliation":[],"nameIdentifiers":[]},{"name":"Shamikh Hossain","affiliation":[],"nameIdentifiers":[]},{"name":"Trishul Nagenalli","affiliation":[],"nameIdentifiers":[]},{"name":"Collins, Leslie","nameType":"Personal","givenName":"Leslie","familyName":"Collins","affiliation":[],"nameIdentifiers":[]},{"name":"Johnson, Timothy","nameType":"Personal","givenName":"Timothy","familyName":"Johnson","affiliation":[],"nameIdentifiers":[]},{"name":"Jeuland, Marc","nameType":"Personal","givenName":"Marc","familyName":"Jeuland","affiliation":[],"nameIdentifiers":[]}],"titles":[{"title":"Indian Village Satellite Imagery and Energy Access Dataset"}],"publisher":"figshare","container":{},"publicationYear":2017,"subjects":[{"subject":"90905 Photogrammetry and Remote Sensing","subjectScheme":"FOR"},{"subject":"FOS: Environmental engineering","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Environmental engineering","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"140202 Economic Development and Growth","subjectScheme":"FOR"},{"subject":"FOS: Economics and business","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Economics and business","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"120507 Urban Analysis and Development","subjectScheme":"FOR"},{"subject":"FOS: Social and economic geography","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Social and economic geography","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"120505 Regional Analysis and Development","subjectScheme":"FOR"},{"subject":"91305 Energy Generation, Conversion and Storage Engineering","subjectScheme":"FOR"},{"subject":"FOS: Mechanical engineering","schemeUri":"http://www.oecd.org/science/inno/38235147.pdf","subjectScheme":"Fields of Science and Technology (FOS)"},{"subject":"FOS: Mechanical engineering","subjectScheme":"Fields of Science and Technology (FOS)"}],"contributors":[],"dates":[{"date":"2017-10-30","dateType":"Created"},{"date":"2017-11-10","dateType":"Updated"},{"date":"2017","dateType":"Issued"}],"language":null,"types":{"ris":"DATA","bibtex":"misc","citeproc":"dataset","schemaOrg":"Dataset","resourceType":"Dataset","resourceTypeGeneral":"Dataset"},"relatedIdentifiers":[],"relatedItems":[],"sizes":["33783451357 Bytes"],"formats":[],"version":null,"rightsList":[{"rights":"Creative Commons Attribution 4.0 International","rightsUri":"https://creativecommons.org/licenses/by/4.0/legalcode","schemeUri":"https://spdx.org/licenses/","rightsIdentifier":"cc-by-4.0","rightsIdentifierScheme":"SPDX"}],"descriptions":[{"description":"This dataset contains remote sensing data for every village in the state of Bihar, India. For most of these villages, the data contains the corresponding electrification rate as reported by the Garv data platform from the Indian government as of July 2017. This dataset contains satellite imagery, political boundaries, lights at night imagery, rainfall measurements, and vegetation indices data for 45,220 villages and the electrification rate data for 32,817 of those villages. This dataset may be of particular interest to those investigating how electricity access maps to infrastructure and agricultural production.\u003cbr\u003eThis dataset was compiled as part of the Summer 2017 Duke University Data+ team, titled \"Electricity Access in Developing Countries from Aerial Imagery.\"","descriptionType":"Abstract"}],"geoLocations":[],"fundingReferences":[],"xml":"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","url":"https://figshare.com/articles/dataset/Indian_Village_Satellite_Imagery_and_Energy_Access_Dataset/5552743/1","contentUrl":null,"metadataVersion":1,"schemaVersion":"http://datacite.org/schema/kernel-4","source":"mds","isActive":true,"state":"findable","reason":null,"viewCount":0,"viewsOverTime":[],"downloadCount":0,"downloadsOverTime":[],"referenceCount":0,"citationCount":0,"citationsOverTime":[],"partCount":0,"partOfCount":0,"versionCount":0,"versionOfCount":0,"created":"2017-11-04T13:12:46.000Z","registered":"2017-11-04T13:12:47.000Z","published":"2017","updated":"2020-09-01T08:34:09.000Z"},"relationships":{"client":{"data":{"id":"figshare.ars","type":"clients"}},"provider":{"data":{"id":"otjm","type":"providers"}},"media":{"data":{"id":"10.6084/m9.figshare.5552743","type":"media"}},"references":{"data":[]},"citations":{"data":[]},"parts":{"data":[]},"partOf":{"data":[]},"versions":{"data":[]},"versionOf":{"data":[]}}}}