. . . . "http://emanuele79.livejournal.com/" . . . "change detection" . . "military" . "European Space Agency" . . . "image processing algorithm" . "Pierre Potin" . . . "Synthetic aperture radar" . . "SAR-based technique" . . "Sentinel" . . "Products" . . "French Guiana" . . "Level" . . "MISSION" . . "Date" . . "Reason" . . "Segment" . . "results" . . "image archive" . . "small sample size" . . . "2984764"^^ . "https://api.rohub.org/api/ros/cb15ae3a-3db7-49d4-9053-aaf2257bd9b4/crate/download/" . . "2016-07-04 15:09:31.073000+00:00" . "2025-10-20 10:41:38.693765+00:00" . "2016-07-04 15:09:31.073000+00:00" . "This RO describes the calibration step" . "application/ld+json" . . . . . . . . . "https://w3id.org/ro-id/cb15ae3a-3db7-49d4-9053-aaf2257bd9b4" . . "Land Monitoring Calibrating Step" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring Calibrating Step.\" ROHub. Jul 04 ,2016. https://w3id.org/ro-id/cb15ae3a-3db7-49d4-9053-aaf2257bd9b4." . . "Wokflow" . . . . "Documents" . . . . "3150939"^^ . "https://api.rohub.org/api/resources/3ba49049-2401-4e54-b56e-6c2db74bb37a/download/" . . "2016-07-04 15:16:50.767000+00:00" . "2022-03-25 16:07:40.648191+00:00" . "application/pdf" . . "Sentinel-1_User_Handbook.pdf" . "2016-07-04 15:16:50.767000+00:00" . . . . . "150"^^ . "https://api.rohub.org/api/resources/79a5cc56-4dbe-4e81-871c-3547cb3bed36/download/" . . "2016-07-04 15:11:59.911000+00:00" . "2022-03-25 16:07:45.360461+00:00" . "text/plain" . . "input_prodID.txt" . "2016-07-04 15:11:59.911000+00:00" . . . . . "11466"^^ . "https://api.rohub.org/api/resources/967dc32f-249c-4733-9b9b-320fc479a4c5/download/" . . "2016-07-04 15:13:55.711000+00:00" . "2022-03-25 16:07:41.845821+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . 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"https://api.rohub.org/api/resources/df855e6f-3fcd-4113-ad2c-0d57f86d6392/download/" . . "2016-07-04 15:10:38.853000+00:00" . "2022-03-25 16:07:42.765410+00:00" . "image/png" . . "sketch.png" . "2016-07-04 15:10:38.853000+00:00" . . . . . "160"^^ . "https://api.rohub.org/api/resources/ea27dae4-8b74-4203-b94e-c50d8971858d/download/" . . "2016-07-04 15:12:29.940000+00:00" . "2022-03-25 16:07:39.818785+00:00" . "text/plain" . . "output_prodID.txt" . "2016-07-04 15:12:29.940000+00:00" . . . . . . . "tweak the classifier" . . "10.92896174863388" . "28.0" . "earth sciences" . . "45.615998882021266" . "1.051013559103012" . "earth resources and remote sensing" . . "38.32156578404853" . "0.8025573492050171" . "detection" . . "1.841726618705036" . "6.4" . "spacecraft propulsion and power" . . "6.610182771629341" . "0.13843512535095215" . "Ro" . . "14.446043165467627" . "50.2" . "describe the calibration step" . . "0.702576112412178" . "1.8" . "S1A_IW_GRDH_1SDV_20151024T181049_20151024T181114_008298_00BB2A_4A13_calibration" . . "14.388489208633093" . "50.0" . "small sample size" . . "1.3270882123341141" . "3.4" . "sample" . . "4.0" . "13.9" . "country" . . "6.538796861377507" . "15.0" . "Ro" . . "17.044463818657366" . "39.1" . "baseline" . . "4.258992805755396" . "14.8" . "using" . . "1.7436791630340016" . "4.0" . "Land Monitoring Calibrating Step." . . "2.791169753869576" . "11.0" . "technique" . . "3.079136690647482" . "10.7" . "synthetic aperture radar" . . "4.633093525179857" . "16.1" . "tweak the feature" . . "4.5277127244340365" . "11.6" . "S1A_IW_GRDH_1SDV_20160128T181049_20160128T181114_009698_00E26E_461A_calibration" . . "14.388489208633093" . "50.0" . "land Monitoring calibrating step" . . "0.039032006245121" . "0.1" . "result" . . "2.7027027027027026" . "6.2" . "change detection analysis" . . "6.440281030444965" . "16.5" . "size" . . "2.618705035971223" . "9.1" . "dynamics" . . "1.918047079337402" . "4.4" . "step" . . "5.2949640287769775" . "18.4" . "Electrical appliance" . . "Economy, business and finance/Economic sector/Manufacturing and engineering/Electrical appliance" . "detection" . . "2.3975588491717525" . "5.5" . "Science and technology" . . "Science and technology" . "impact" . . "4.863309352517985" . "16.9" . "astronautics" . . "6.610182771629341" . "0.13843512535095215" . "feature" . . "4.315605928509155" . "9.9" . "dynamics" . . "1.5539568345323742" . "5.4" . "archive" . . "1.3949433304272014" . "3.2" . "Synthetic aperture radar (SAR) sensors represent an alternative to optical ones for monitoring environments, especially considering change detection analysis." . . "12.0274042121289" . "47.4" . "This is in part related to the small sample size." . . "6.368941892920578" . "25.1" . "- Tweaking the classifier has potentially more impact than tweaking the features." . . "10.048211113930474" . "39.6" . "decision" . . "3.9668700959023537" . "9.1" . "system" . . "15.605928509154314" . "35.8" . "This RO describes the calibration step" . . "22.55772646536412" . "88.9" . "step" . . "8.413251961639059" . "19.3" . "Language" . . "Arts, culture and entertainment/Culture/Language" . "sample" . . "5.841325196163906" . "13.4" . "size" . . "3.9668700959023537" . "9.1" . "IT-computer sciences" . . "Science and technology/Technology and engineering/IT-computer sciences" . "life sciences" . . "21.18759109772011" . "0.4437255263328552" . "geophysics" . . "67.94871794871796" . "5.3" . "life sciences (general)" . . "21.18759109772011" . "0.4437255263328552" . "sample size" . . "22.170179547228727" . "56.8" . "sensor" . . "2.3103748910200523" . "5.3" . "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." . . "6.876427302715046" . "27.1" . "physics" . . "32.05128205128205" . "2.5" . "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." . . "5.0494798274549595" . "19.9" . "calibration" . . "8.97841726618705" . "31.2" . "sar-based technique" . . "3.317720530835285" . "8.5" . "S1A_IW_GRDH_1SDV_20151024T181049_20151024T181114_008298_00BB2A_4A13_calibration" . . "12.737883785841156" . "50.2" . "improvement" . . "1.5693112467306016" . "3.6" . "Monitoring calibrating step" . . "classifier" . . "8.064516129032258" . "18.5" . "feature" . . "2.8776978417266186" . "10.0" . "geology" . . "54.384001117978734" . "1.2530323565006256" . "sensor" . . "1.8129496402877698" . "6.3" . "remote sensing data" . . "1.4676258992805753" . "5.1" . "algorithm" . . "1.525179856115108" . "5.3" . "communications and radar" . . "33.88066034660202" . "0.7095527648925781" . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . . "8.931743212382644" . "35.2" . "capability" . . "1.6129032258064515" . "3.7" . "geosciences" . . "38.32156578404853" . "0.8025573492050171" . "impact" . . "7.367044463818656" . "16.9" . "calibration step" . . "31.303669008587043" . "80.2" . "algorithm" . . "1.874455100261552" . "4.3" . "image archive" . . "3.005464480874317" . "7.7" . "atmospheric sciences" . . "45.615998882021266" . "1.051013559103012" . "earth sciences" . . "54.384001117978734" . "1.2530323565006256" . "classifier" . . "5.697841726618705" . "19.8" . "conclusion" . . "2.273381294964029" . "7.9" . "engineering" . . "33.88066034660202" . "0.7095527648925781" . "calibrating step" . . "6.908665105386417" . "17.7" . "S1A_IW_GRDH_1SDV_20160128T181049_20160128T181114_009698_00E26E_461A_calibration" . . "12.611012433392538" . "49.7" . "microwave remote-sensing data" . . "3.551912568306011" . "9.1" . "mapping capability" . . "5.776736924277908" . "14.8" . "service-account-enrichment" . . "service-account-generation-service" . . . "2025-11-11T16:57:34.697+01:00"^^ . . . "Land Monitoring Calibrating Step" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB" . "JIqL2AC+RsMWk+1OoUr0Iq4i7UVPBECs3W9Tv+Q4F5wc/0MHju2LjuQgEQyfRmMGDVvhVCCKD5/4f2MbPzcwOEM8Q7Qmntynj2/PZMBIOEW/X6ydoiXlkHcuBx7mHslwtZY4kPrE/IXPkzXPoZJsUrRLvQAuRK5OxHIrZBsZtJGRSAjAcQvvmVfclQ9C+EFfI3idPnR4KxgUPUae7GL83Gdq4CbB1hRH7tzAMaEGc6EDroCQbQEU7dPZfN0TQakQPB8a8owEU96qtGBt60XTLhvIlPQoPGiol0sJAFuWWjUdD+F2A4qLtz6Dru5mz9YohQ1YJ4fFDT+mbZvgH+SOtQ==" . . .