@prefix this: . @prefix sub: . @prefix np: . @prefix dct: . @prefix pav: . @prefix rdf: . @prefix owl: . @prefix rdfg: . @prefix dce: . @prefix xsd: . @prefix rdfs: . @prefix prov: . @prefix npx: . sub:Head { this: a np:Nanopublication; np:hasAssertion sub:assertion; np:hasProvenance sub:provenance; np:hasPublicationInfo sub:pubinfo . } sub:assertion { a ; "http://emanuele79.livejournal.com/" . a ; "change detection" . a ; "ecology" . a ; "image processing algorithm" . a ; "anatomy" . a ; "SAR-based technique" . a ; "detection" . a ; "RO" . a ; "nets" . a ; "step" . a ; "change" . a ; "methodology" . a , , ; pav:importedBy ; ; "3027508"^^xsd:integer; "https://api.rohub.org/api/ros/2897ccb8-2d85-4f3a-b8fb-c840e6b813f5/crate/download/"; ; "2016-07-04 15:50:38.826000+00:00"; "2025-10-20 10:42:22.133850+00:00"; "2016-07-04 15:50:38.826000+00:00"; "This RO describes the change detecting step."; "application/ld+json"; , , , , , , ; "https://w3id.org/ro-id/2897ccb8-2d85-4f3a-b8fb-c840e6b813f5"; ; "Land Monitoring Change Detecting Step"; , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , ; "http://emanuele79.livejournal.com/. \"Land Monitoring Change Detecting Step.\" ROHub. Jul 04 ,2016. https://w3id.org/ro-id/2897ccb8-2d85-4f3a-b8fb-c840e6b813f5." . a , ; "Documents" . a , ; ; "Wokflow" . a , , ; ; "11466"^^xsd:integer; "https://api.rohub.org/api/resources/2bf370ff-7826-4a79-a711-4a3dfd64445e/download/"; ; "2016-07-04 15:56:23.806000+00:00"; "2022-03-25 16:04:56.190043+00:00"; "application/vnd.openxmlformats-officedocument.wordprocessingml.document"; ; "Land_Monitoring_Workflow_conclusions.docx"; "2016-07-04 15:56:23.806000+00:00" . a , , ; ; "5364"^^xsd:integer; "https://api.rohub.org/api/resources/2ce09f41-02da-4c58-a0e4-3f85976902f7/download/"; ; "2016-07-04 15:55:32.140000+00:00"; "2022-03-25 16:04:57.251154+00:00"; ; "workflow.t2flow"; "2016-07-04 15:55:32.140000+00:00" . a , , ; ; "154"^^xsd:integer; "https://api.rohub.org/api/resources/b4f1a24d-08e7-45b4-ae7d-846d19c82ea3/download/"; ; "2016-07-04 15:54:00.598000+00:00"; "2022-03-25 16:04:55.259178+00:00"; "text/plain"; ; "input_prodID.txt"; "2016-07-04 15:54:00.598000+00:00" . a , , ; ; "12037"^^xsd:integer; "https://api.rohub.org/api/resources/ba3c74c4-3a97-4c47-8605-5a29a1837570/download/"; ; "2016-07-04 15:56:04.939000+00:00"; "2022-03-25 16:04:58.120946+00:00"; "application/vnd.openxmlformats-officedocument.wordprocessingml.document"; ; "Land_Monitoring_Workflow_hypothesis.docx"; "2016-07-04 15:56:04.939000+00:00" . a , , ; ; "4753"^^xsd:integer; "https://api.rohub.org/api/resources/c3f09a48-adf7-48ba-8827-2336105192b2/download/"; ; "2016-07-04 15:53:13.595000+00:00"; "2022-03-25 16:04:53.131348+00:00"; "image/png"; ; "sketch.png"; "2016-07-04 15:53:13.595000+00:00" . a , , ; ; "60"^^xsd:integer; "https://api.rohub.org/api/resources/d49b689d-bc1f-46fc-9540-b11d5a9d5021/download/"; ; "2016-07-04 15:53:35.569000+00:00"; "2022-03-25 16:04:54.016581+00:00"; "text/plain"; ; "input_AoI.txt"; "2016-07-04 15:53:35.569000+00:00" . a ; dct:conformsTo ; . a ; "European Space Agency"; "3.858427618218741"; "13.3" . a ; "sentinel user guide"; "1.5340909090909092"; "5.4" . a ; "classifier"; "5.366985784740354"; "18.5" . a ; "sample"; "3.8874383521903106"; "13.4" . a ; "European Space Agency"; "2.232287285668068"; "6.9" . a ; "detection"; "5.163910646939367"; "17.8" . a ; "step"; "2.5819553234696837"; "8.9" . a ; "size"; "2.944031057910061"; "9.1" . a ; "This RO describes the change detecting step."; "17.237410071942445"; "59.9" . a ; "life sciences (general)"; "15.595238351485959"; "0.4437255263328552" . a ; "earth sciences"; "60.24544000601818"; "2.0325206220149994" . a ; "oceanography"; "12.813388903595415"; "0.43228960037231445" . a ; "Ro"; "15.496603041087026"; "47.9" . a ; "sar-based technique"; "2.414772727272727"; "8.5" . a ; "earth sciences"; "12.813388903595415"; "0.43228960037231445" . a ; "engineering"; "53.7547773776064"; "1.5294647216796875" . a ; "Even though the proposed fully automated SAR-based technique overcomes some limitations of previous methods, further technological and methodological improvements are necessary for SAR-based change detection to match the mapping capability of high-quality optical data."; "5.72661870503597"; "19.9" . a ; "opposite"; "1.7986655062373078"; "6.2" . a ; "mission"; "2.0058233581365252"; "6.2" . a ; "land Monitoring change detecting step"; "26.022727272727273"; "91.6" . a ; "sentinel B"; "2.727272727272727"; "9.6" . a ; "mission"; "3.2782129387873513"; "11.3" . a ; "feature"; "4.757760371337394"; "16.4" . a ; "impact"; "5.467486250404399"; "16.9" . a ; "change detecting step"; "1.3636363636363635"; "4.8" . a ; "orbit characteristic"; "3.352272727272727"; "11.8" . a ; "physics"; "4.553734061930784"; "2.5" . a ; "Electrical appliance"; "Economy, business and finance/Economic sector/Manufacturing and engineering/Electrical appliance" . a ; "Book industry"; "Economy, business and finance/Economic sector/Media/Book industry" . a ; "classifier"; "6.405693950177936"; "19.8" . a ; "Enhanced image processing algorithms and a better exploitation of image archives are required to facilitate the use of microwave remote-sensing data for monitoring change dynamics in specific areas."; "7.798561151079137"; "27.1" . a ; "geosciences"; "28.8689677286327"; "0.8213980197906494" . a ; "detection"; "2.070527337431252"; "6.4" . a ; "feature"; "3.235198964736331"; "10.0" . a ; "atmospheric sciences"; "60.24544000601818"; "2.0325206220149994" . a ; "sample"; "4.4969265609835"; "13.9" . a ; "Armed forces"; "Politics/Government/Defence/Armed forces" . a ; "Prepared by Sentinel Team"; "4.575539568345324"; "15.9" . a ; "sensor"; "2.0381753477838886"; "6.3" . a ; "microwave remote-sensing data"; "2.585227272727273"; "9.1" . a ; "geology"; "26.94117109038641"; "0.908923327922821" . a ; "space sciences (general)"; "1.7810165422749387"; "0.05067460238933563" . a ; """The SENTINEL mission comprises a constellation of two polar orbiting satellites, operating day and night performing C band synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather."""; "2.014388489208633"; "7.0" . a ; "- Tweaking the classifier has potentially more impact than tweaking the features."; "11.39568345323741"; "39.6" . a ; "geophysics"; "9.65391621129326"; "5.3" . a ; "Language"; "Arts, culture and entertainment/Culture/Language" . a ; "French Guiana"; . a ; "Synthetic aperture radar (SAR) sensors represent an alternative to optical ones for monitoring environments, especially considering change detection analysis."; "13.640287769784173"; "47.4" . a ; "sample size"; "16.136363636363637"; "56.8" . a ; """Conclusions - The results obtained are better than the baseline, but not statistically significant."""; "10.129496402877699"; "35.2" . a ; "Land Monitoring Change Detecting Step."; "11.510791366906474"; "40.0" . a ; "earth sciences"; "26.94117109038641"; "0.908923327922821" . a ; "conclusion"; "2.5558071821417014"; "7.9" . a ; "result"; "1.7986655062373078"; "6.2" . a ; "earth resources and remote sensing"; "28.8689677286327"; "0.8213980197906494" . a ; "detecting"; "4.561630540278227"; "14.1" . a ; "European Space Agency"; . a ; "system"; "10.385842761821873"; "35.8" . a ; "impact"; "4.902814041195242"; "16.9" . a ; "sentinel mission guide"; "4.545454545454546"; "16.0" . a ; "IT-computer sciences"; "Science and technology/Technology and engineering/IT-computer sciences" . a ; "Software"; "Economy, business and finance/Economic sector/Computing and information technology/Software" . a ; "French Guiana"; "1.8566869741804468"; "6.4" . a ; "baseline"; "4.78809446780977"; "14.8" . a ; ". . . . Sentinel Mission Data Acquisition and (NRT) Production .................................................... . . . . Sentinel Collaborative Data Products .................................................................................. . . . . Sentinel Data Product Dissemination and Access ............................................................... . . . . Innovative Tools and Applications ....................................................................................... . . . . Sentinel complimentary Calibration/Validation activities ................."; "4.057553956834532"; "14.1" . a ; "Science and technology"; "Science and technology" . a ; "tweak the classifier"; "7.954545454545454"; "28.0" . a ; "size"; "2.6399767914128227"; "9.1" . a ; "Europe"; . a ; "Sentinel user handbook"; "1.2500000000000002"; "4.4" . a ; "tweak the feature"; "3.2954545454545454"; "11.6" . a ; "mapping capability"; "4.204545454545454"; "14.8" . a ; "Ro"; "11.314186248912097"; "39.0" . a ; "This is in part related to the small sample size."; "7.223021582733813"; "25.1" . a ; "description"; "2.1999352960207053"; "6.8" . a ; "image archive"; "2.1875"; "7.7" . a ; "decision"; "2.6399767914128227"; "9.1" . a ; "description"; "2.3208587177255584"; "8.0" . a ; "space sciences"; "1.7810165422749387"; "0.05067460238933563" . a ; "astronautics"; "40.98360655737705"; "22.5" . a ; "change detection analysis"; "4.6875"; "16.5" . a ; "life sciences"; "15.595238351485959"; "0.4437255263328552" . a ; "Monitoring"; "9.026205111614363"; "27.9" . a ; "SENTINEL USER GUIDE ............................................................................."; "4.690647482014389"; "16.3" . a ; "payload"; "2.117783579924572"; "7.3" . a ; "heritage mission"; "2.585227272727273"; "9.1" . a ; "revision"; "1.8856977081520163"; "6.5" . a ; "sentinel data product dissemination"; "1.9034090909090908"; "6.7" . a ; "communications and radar"; "53.7547773776064"; "1.5294647216796875" . a ; "sentinel family"; "3.7851827887415075"; "11.7" . a ; "technique"; "3.4616628922678743"; "10.7" . a ; "synthetic aperture radar"; "5.208670333225494"; "16.1" . a ; "instrument payload"; "2.414772727272727"; "8.5" . a ; "computer science"; "12.932604735883425"; "7.1" . a ; "sentinel mission data acquisition"; "2.1306818181818183"; "7.5" . a ; "aerospace engineering"; "31.876138433515482"; "17.5" . a ; "payload"; "1.973471368489162"; "6.1" . a ; "sentinel satellite"; "1.9147084421235858"; "6.6" . a ; "service-account-enrichment" . a ; "service-account-generation-service" . } sub:provenance { sub:assertion prov:wasDerivedFrom . } sub:pubinfo { this: a npx:RoCrateNanopub; dct:created "2025-11-11T16:58:42.949+01:00"^^xsd:dateTime; npx:introduces ; rdfs:label "Land Monitoring Change Detecting Step" . sub:sig npx:hasAlgorithm "RSA"; npx:hasPublicKey "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB"; npx:hasSignature "BjLH+XlUI0qyyf6COD28Zn22QtWLTQtzoXX5X6tE/u+vrgWa0JetXZONP1ii0b9b6kfkLJ/NG0TdOblzHEVruhoGD3crntbMXxdgMmgvOorbvA4imNmJcGUltYlUztvI+GEJDtVE5uNTLGU3jr/nd/OlHlvAbMGP4SLV7BJqBnB8/uaTgphUVuUMUDDfjYNVh/o07L7QlpcIV2OChkRxnCjjdmdH+/XPlmsrSK2H0VoPO3iPKFxxIPTGlYFXkzebh1JxRXS9gatsurm5SACqwQlJJqGy75Wb29pAN51L+o5oxnNY4nOzHbmlArSdvgoSdnuhILgNFSa2mObkL31ztw=="; npx:hasSignatureTarget this:; npx:signedBy . }