outcomeGroup (explore)

outcomeGroup

Full identifier: https://w3id.org/np/RAaA7JiXlbbSiQr8Wsq0VguKsODoYq4RTps2BQjXKCLS4/outcomeGroup

Minted in Nanopublication

PICO Research Question: Privacy-Preserving Distribution of High-Resolution Urban Satellite and Ae... EffectivenessResearc... PICO comment approve/disapprove edit as derived nanopublication create new with same template

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a http://data.cochrane.org/ontologies/pico/PICO PICO-based research question .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

http://www.w3.org/1999/02/22-rdf-syntax-ns#type is a https://w3id.org/sciencelive/o/terms/EffectivenessResearchQuestions

effectiveness research question

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"Privacy-Preserving Distribution of High-Resolution Urban Satellite and Aerial Imagery: A Scoping Review"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

http://purl.org/dc/terms/description has the description (this is a literal)

"For high-resolution satellite and aerial imagery of urban areas, how do different anonymization and access control approaches compare in enabling urban analytics applications while protecting identifiable features and complying with privacy regulations?"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

http://data.cochrane.org/ontologies/pico/population has This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../population a population .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../population The population http://purl.org/dc/terms/description has the description (this is a literal)

"High-resolution (sub-meter to 30cm) satellite and aerial imagery of urban areas containing potentially identifiable features including vehicles, building details, rooftop installations, activity patterns, construction sites, and in some cases individuals, acquired by commercial satellite operators, aerial survey companies, and municipal authorities"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

http://data.cochrane.org/ontologies/pico/interventionGroup has This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../interventionGroup an intervention group .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../interventionGroup The intervention group http://purl.org/dc/terms/description has the description (this is a literal)

"Privacy-preserving techniques for urban imagery distribution including automated anonymization (object detection and blurring, synthetic replacement, generative inpainting), access control frameworks (tiered licensing, user vetting, purpose limitation), resolution degradation protocols, temporal aggregation, and derivative product approaches (vector extraction, indices only)"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

http://data.cochrane.org/ontologies/pico/comparatorGroup has This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../comparatorGroup a comparator group .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../comparatorGroup The comparator group http://purl.org/dc/terms/description has the description (this is a literal)

"Different anonymization techniques compared against each other; anonymized vs. restricted-access vs. resolution-limited distribution models; automated vs. manual review processes"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

http://data.cochrane.org/ontologies/pico/outcomeGroup has This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../outcomeGroup an outcome group .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../outcomeGroup The outcome group http://purl.org/dc/terms/description has the description (this is a literal)

"Utility for urban analysis tasks (building detection, change monitoring, infrastructure mapping, urban growth modeling, disaster damage assessment), privacy protection effectiveness (re-identification prevention, sensitive facility protection), processing overhead and scalability, compliance with privacy regulations, and commercial viability of different distribution models"

This is the identifier for the assertion of this nanopublication. https://w3id.org/np/RAaA7JiXlb.../assertion The assertion above http://www.w3.org/ns/prov#wasAttributedTo is attributed to https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication http://purl.org/dc/terms/creator is created by https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication http://purl.org/dc/terms/license is published under the license https://creativecommons.org/licenses/by/4.0/

Attribution 4.0 International (CC BY 4.0)

https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

http://xmlns.com/foaf/0.1/name has the name (this is a literal)

"Anne Fouilloux"

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication http://www.w3.org/2000/01/rdf-schema#label has the label (this is a literal)

"PICO Research Question: Privacy-Preserving Distribution of High-Resolution Urban Satellite and Ae..."

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication date and time when the nanopublication was created http://purl.org/dc/terms/created was created on (this is a literal)

"2026-01-04T21:20:37.000Z"

(xsd:dateTime) .

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication links to the assertion template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromTemplate was created from the assertion template https://w3id.org/np/RA5e5XeXy_...

RA5e5XeXy_

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication links to the provenance template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromProvenanceTemplate was created from the provenance template https://w3id.org/np/RA7lSq6MuK...

RA7lSq6MuK

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication links to the publication info template that was used to create this nanopublication https://w3id.org/np/o/ntemplate/wasCreatedFromPubinfoTemplate was created from the publication info template https://w3id.org/np/RA0J4vUn_d...

RA0J4vUn_d

RAoTD7udB2

RAukAcWHRD

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication the nanopublication consists of an introduction of the given resource http://purl.org/nanopub/x/introduces introduces This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution

privacy-preserving-distribution-of-high-resolution

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../sig

sig

http://purl.org/nanopub/x/hasSignatureTarget has as target This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... this nanopublication .

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../sig

sig

http://purl.org/nanopub/x/hasAlgorithm has the algorithm (this is a literal)

"RSA"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../sig

sig

http://purl.org/nanopub/x/hasPublicKey has the public key (this is a literal)

"MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEAosxbitQQzLXi1949Zd9JmSkGfYHHlj/CZZ7iiYs1TrZ5/Jk/wGA7kHEv7f9NtsinOdBo9EtHj/jgHE5W2Vv404JbOAY280PvH5Jns5ObWdVZmtHeCw0ZIdPEqNrurrEweKhzcTJW/YRpYWPwVPo47XyIW6IAcmx6gfdtmdPddMpplqExrP6G99ksXfXlZI0InQtZJRSGK5lYLLNzaofFtupPI5OAAGjooDyHijp0Ap2HIXH6WpO4S44cFPKU34pH2xhIY4/XT5DG1X5UoiVHs2Yoo30BHFudj/kAFwdzcy6Yh4tMDaB3ox6p7pi267d7n0y7kypC0Nt+hfgHQ1FpgwIDAQAB"

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../sig

sig

http://purl.org/nanopub/x/hasSignature has the signature (this is a literal)

"MpAqQ0Oe+wmj3YV0Ap/okSaW8sgIbkzl506ZL9DDN/qJcO0goQu8iNBLxGR29eryc7dAt+eauEC9lRuuRnWiUit6+CA/BOdiIzrInXeSa9AsVqfxX+v34ZTVeX3ZvqNarj1HeppbH63kFRkG+HQmM4QIG/2VEYiYTcqBQaxijq5HW7fzT/K+GHcz1xWq41f5Fq0fK8X4+77kzWsRTTfN/z1HRUSDea23u84P9Sey8Okl1rmF6dtWO4HEwZ1g/mD94B9XKMhfaZ4ek+jUtbh9S2omSzi3PrSl4v7oO5W3DbG9Tzl6NPpc8Y9W4qt8k7g/CHpRLzaqgBF3Yt99kh1sUg=="

This is a local identifier minted within the nanopublication. https://w3id.org/np/RAaA7JiXlb.../sig

sig

http://purl.org/nanopub/x/signedBy is signed by https://orcid.org/0000-0002-1784-2920

Anne Fouilloux

This is the identifier for this whole nanopublication. https://w3id.org/np/RAaA7JiXlb... This nanopublication http://purl.org/nanopub/x/wasCreatedAt was created at https://nanodash.knowledgepixels.com/

nanodash.knowledgepixels.com

Anne Fouilloux, 4 Jan 2026, 21:20:37 UTC

References

Nanopublication	Part	Subject	Predicate	Object	Published By	Published On
https://w3id.org/np/RAaA7JiXlb... RAaA7JiXlb	links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion	outcomeGroup	http://purl.org/dc/terms/description description	Utility for urban analysis tasks (building detection, change monitoring, infrastructure mapping, urban growth modeling, disaster damage assessment), privacy protection effectiveness (re-identification prevention, sensitive facility protection), processing overhead and scalability, compliance with privacy regulations, and commercial viability of different distribution models	Anne Fouilloux	2026-01-04T21:20:37.000Z
https://w3id.org/np/RAaA7JiXlb... RAaA7JiXlb	links a nanopublication to its assertion http://www.nanopub.org/nschema#hasAssertion assertion	https://w3id.org/np/RAaA7JiXlb...istribution-of-high-resolution privacy-preserving-distribution-of-high-resolution	http://data.cochrane.org/ontologies/pico/outcomeGroup outcomeGroup	outcomeGroup	Anne Fouilloux	2026-01-04T21:20:37.000Z

Raw

TriG(txt), JSON-LD(txt), N-Quads(txt), XML(txt)