https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/Head https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://www.nanopub.org/nschema#hasAssertion https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/assertion https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://www.nanopub.org/nschema#hasProvenance https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/provenance https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://www.nanopub.org/nschema#hasPublicationInfo https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/pubinfo https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://www.w3.org/1999/02/22-rdf-syntax-ns#type http://www.nanopub.org/nschema#Nanopublication https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/assertion https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/research-question http://purl.org/dc/terms/audience Geospatial data processing systems, spatial analysis applications, geographic information systems (GIS), location-based services, Earth observation systems, and spatial computing platforms handling global-scale geographic data. https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/research-question http://purl.org/dc/terms/description In geospatial data processing applications, do Discrete Global Grid Systems provide superior performance, accuracy, scalability, and efficiency compared to traditional coordinate reference systems and spatial indexing methods? https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/research-question http://purl.org/dc/terms/relation Traditional coordinate reference systems (latitude/longitude, UTM), conventional spatial indexing methods (R-trees, quadtrees), regular grid systems, tile-based mapping approaches, and other non-hierarchical spatial data structures. https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/research-question http://purl.org/dc/terms/subject Implementation and deployment of Discrete Global Grid Systems (DGGS) including hierarchical spatial indexing frameworks such as hexagonal grid systems (H3, DGGRID), triangular grids, diamond grids, and other multi-resolution global grid architectures. https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/research-question http://purl.org/dc/terms/title Effectiveness of Discrete Global Grid Systems in Geospatial Data Processing: A Systematic Review https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/research-question http://purl.org/dc/terms/type https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/effectiveness https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/research-question http://schema.org/expectedResult Performance metrics including query processing speed, spatial accuracy measurements, scalability under increasing data volumes, storage efficiency, computational complexity, cross-scale analysis capabilities, and implementation complexity. https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ/research-question http://www.w3.org/2000/01/rdf-schema#comment Current geospatial systems face challenges with multi-scale global data due to projection distortions and indexing limitations. DGGS promises to address these issues, but no comprehensive synthesis exists comparing DGGS performance against established approaches. This review will provide evidence-based guidance for DGGS adoption. https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/provenance https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/assertion http://www.w3.org/ns/prov#wasAttributedTo https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/pubinfo https://orcid.org/0000-0002-1784-2920 http://xmlns.com/foaf/0.1/name Anne Fouilloux https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://purl.org/dc/terms/created 2025-08-27T12:00:37.319Z https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://purl.org/dc/terms/creator https://orcid.org/0000-0002-1784-2920 https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://purl.org/dc/terms/license https://creativecommons.org/licenses/by/4.0/ https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://purl.org/nanopub/x/wasCreatedAt https://nanodash.knowledgepixels.com/ https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ http://www.w3.org/2000/01/rdf-schema#label PICO Research Question: Effectiveness of Discrete Global Grid Systems in Geospatial Data Processing: A Systematic Review https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate https://w3id.org/np/RA7lSq6MuK_TIC6JMSHvLtee3lpLoZDOqLJCLXevnrPoU https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RA0J4vUn_dekg-U1kK3AOEt02p9mT2WO03uGxLDec1jLw https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate https://w3id.org/np/RAukAcWHRDlkqxk7H2XNSegc1WnHI569INvNr-xdptDGI https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate https://w3id.org/np/RAfZfE1gbUtc35W7xT12XTO0ptZwycN2-jj7Jow6COAoQ https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/sig http://purl.org/nanopub/x/hasAlgorithm RSA https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/sig http://purl.org/nanopub/x/hasPublicKey MIGfMA0GCSqGSIb3DQEBAQUAA4GNADCBiQKBgQDWv2pJnmDsBOq8OlT1aSvYXSuWT34WOp4FYqEzdnn2F0kqzcFevBqWGZDxJWC0lqCrDEuNfp2QFyPe/+nES9dlHGYIhqPi68fwK6ZiNUotRFxXou+rjFznVvUxtCL8Ede79EBHwWN61QtwSIcU12bLoZsNPFlqQASQ93BJuKlihwIDAQAB https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/sig http://purl.org/nanopub/x/hasSignature DaXFJygA+1x+hoCjz4xYZqL5qVIWLSBClpeNnVPfOukwl+DI3RYg0NJFyubHo00F/X3kpHOvwwcPzcKG7G1R5EsH8Hg5toRYlvpl8huUvj5mqxDym64m2IZddmzk+lXh527wlRdetKBEnmwnEcq4ZotqXGh3N12ulUrq/dpakgw= https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/sig http://purl.org/nanopub/x/hasSignatureTarget https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ https://w3id.org/np/RASCkiFf5EpkOX6JmIMfsWUnrE_g0MCn2iVd1zvRxIedQ/sig http://purl.org/nanopub/x/signedBy https://orcid.org/0000-0002-1784-2920