. . . . "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" . . . "3040266"^^ . "https://api.rohub.org/api/ros/c237d670-e78c-4215-96a8-843b586d75da/crate/download/" . . "2016-03-11 08:32:14.144000+00:00" . "2025-10-20 10:37:42.801770+00:00" . "2016-03-11 08:32:14.144000+00:00" . "The Land Monitoring RO allows to monitor urban, built-up and natural environments in order to identify certain features and anomalies or changes over Areas of Interest." . "application/ld+json" . . . . . . "https://w3id.org/ro-id/c237d670-e78c-4215-96a8-843b586d75da" . . "Land Monitoring Workflow" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "http://emanuele79.livejournal.com/. \"Land Monitoring Workflow.\" ROHub. Mar 11 ,2016. https://w3id.org/ro-id/c237d670-e78c-4215-96a8-843b586d75da." . . "Documents" . . . . . . "Wokflow" . . . "CalibrationWorkflow.t2flow" . . "7159"^^ . "https://api.rohub.org/api/resources/173d50d5-fb5c-45ca-b4da-c35af24d9f3d/download/" . . "2016-03-11 08:35:13.404000+00:00" . "2022-03-25 16:35:00.915860+00:00" . . "ChangeDetectionWorflow.t2flow" . "2016-03-11 08:35:13.404000+00:00" . . . . "ChangeDetectionWorflow.t2flow" . . "25727"^^ . "https://api.rohub.org/api/resources/3dee9a85-b636-4be4-9a77-117ce1818688/download/" . . "2016-03-11 08:34:26.608000+00:00" . "2022-03-25 16:34:58.836078+00:00" . . "LandMonitoringWorkflow.t2flow" . "2016-03-11 08:34:26.608000+00:00" . . . . "LandMonitoringWorkflow.t2flow" . . "54130"^^ . "https://api.rohub.org/api/resources/4313a4ca-5930-4d5d-8e1f-2496b65f751a/download/" . . "2016-03-11 08:33:08.200000+00:00" . "2022-03-25 16:35:04.631953+00:00" . "image/png" . . "ChangeDetectionWorkflowChain.png" . "2016-03-11 08:33:08.200000+00:00" . . . . . "12037"^^ . "https://api.rohub.org/api/resources/640c8dee-4fe2-4c1c-a7ff-ee149528ab17/download/" . . "2016-03-11 11:48:32.006000+00:00" . "2022-03-25 16:35:03.478415+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land_Monitoring_Workflow_hypothesis.docx" . "2016-03-11 11:48:32.006000+00:00" . . . . . "6670"^^ . "https://api.rohub.org/api/resources/84ee10db-2410-4b70-a3af-d74aa392c4df/download/" . . "2016-03-11 08:34:48.903000+00:00" . "2022-03-25 16:35:01.784715+00:00" . . "CalibrationWorkflow.t2flow" . "2016-03-11 08:34:48.903000+00:00" . . . . . "11466"^^ . "https://api.rohub.org/api/resources/9951eadd-8608-41c7-850b-321afda08a7a/download/" . . "2016-03-11 11:51:20.645000+00:00" . "2022-03-25 16:34:59.954066+00:00" . "application/vnd.openxmlformats-officedocument.wordprocessingml.document" . . "Land_Monitoring_Workflow_conclusions.docx" . "2016-03-11 11:51:20.645000+00:00" . . . . . "3150939"^^ . "https://api.rohub.org/api/resources/ec928321-4568-4e17-8274-c27d2fcee0be/download/" . . "2016-03-11 08:40:42.045000+00:00" . "2022-03-25 16:35:02.609007+00:00" . "application/pdf" . . "Sentinel-1_User_Handbook.pdf" . "2016-03-11 08:40:42.045000+00:00" . . . . . . . "size" . . "2.693104468777745" . "9.1" . "decision" . . "2.693104468777745" . "9.1" . "geosciences" . . "13.850684028604018" . "0.31724029779434204" . "atmospheric sciences" . . "78.1177901124589" . "2.0325206220149994" . "Software" . . "Economy, business and finance/Economic sector/Computing and information technology/Software" . "IT-computer sciences" . . "Science and technology/Technology and engineering/IT-computer sciences" . "communications and radar" . . "66.77629777858554" . "1.5294647216796875" . "Science and technology" . . "Science and technology" . "baseline" . . "4.746632456703015" . "14.8" . "Book industry" . . "Economy, business and finance/Economic sector/Media/Book industry" . "impact" . . "5.420141116100063" . "16.9" . "country" . . "2.18999704054454" . "7.4" . "The Land Monitoring RO allows to monitor urban, built-up and natural environments in order to identify certain features and anomalies or changes over Areas of Interest." . . "21.8705035971223" . "76.0" . "detection" . . "2.0525978191148173" . "6.4" . "aerospace engineering" . . "31.876138433515482" . "17.5" . "feature" . . "7.783367860313701" . "26.299999999999997" . "sar-based technique" . . "2.4154589371980677" . "8.5" . "sentinel satellite" . . "1.953240603728914" . "6.6" . "impact" . . "5.001479727730097" . "16.9" . "Land Monitoring RO" . . "5.965362411802438" . "18.6" . "European Space Agency" . . "2.2129570237331624" . "6.9" . "technique" . . "3.4316869788325848" . "10.7" . "microwave remote-sensing data" . . "2.585961921000284" . "9.1" . "mission" . . "3.3441846700207165" . "11.3" . "Prepared by Sentinel Team" . . "4.575539568345324" . "15.9" . "land Monitoring workflow" . . "23.245240125035522" . "81.8" . "European Space Agency" . . . "classifier" . . "6.350224502886466" . "19.8" . "workflow" . . "4.842847979474022" . "15.1" . "earth sciences" . . "78.1177901124589" . "2.0325206220149994" . "European Space Agency" . . "3.9360757620597813" . "13.3" . "- Tweaking the classifier has potentially more impact than tweaking the features." . . "11.39568345323741" . "39.6" . "This is in part related to the small sample size." . . "7.223021582733813" . "25.1" . "sentinel B" . . "2.7280477408354646" . "9.6" . "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" . "sentinel mission data acquisition" . . "2.131287297527707" . "7.5" . "life sciences" . . "19.373018192810438" . "0.4437255263328552" . "revision" . . "1.9236460491269607" . "6.5" . "description" . . "2.1808851828094933" . "6.8" . "certain feature" . . "2.813299232736573" . "9.9" . "French Guiana" . . "1.8940514945250075" . "6.4" . "astronautics" . . "40.98360655737705" . "22.5" . "Armed forces" . . "Politics/Government/Defence/Armed forces" . "sample" . . "3.9656703166617344" . "13.4" . "opposite" . . "1.834862385321101" . "6.2" . "geophysics" . . "9.65391621129326" . "5.3" . "anomaly" . . "3.1962118970109503" . "10.8" . "size" . . "2.9185375240538804" . "9.1" . "SENTINEL USER GUIDE ............................................................................." . . "4.690647482014389" . "16.3" . "system" . . "10.59485054749926" . "35.8" . "orbit characteristic" . . "3.353225348110259" . "11.8" . "earth resources and remote sensing" . . "13.850684028604018" . "0.31724029779434204" . "synthetic aperture radar" . . "5.163566388710713" . "16.1" . "computer science" . . "12.932604735883425" . "7.1" . "description" . . "2.3675643681562595" . "8.0" . "geology" . . "21.882209887541087" . "0.5693458914756775" . "instrument payload" . . "2.4154589371980677" . "8.5" . "sample size" . . "16.1409491332765" . "56.8" . "natural environment" . . "5.676715843489416" . "17.7" . "Ecosystem" . . "Environment/Nature/Ecosystem" . "Monitoring" . . "5.772931366260424" . "18.0" . "engineering" . . "66.77629777858554" . "1.5294647216796875" . "payload" . . "2.1604024859425865" . "7.3" . "tweak the classifier" . . "7.956805910770106" . "28.0" . "natural environment" . . "4.6463450725066595" . "15.7" . "sentinel user guide" . . "1.534526854219949" . "5.4" . "sensor" . . "2.020525978191148" . "6.3" . "Monitoring workflow" . . "1.3356067064506962" . "4.7" . "change detection analysis" . . "4.688832054560955" . "16.5" . "Europe" . . . "The SENTINEL mission comprises a constellation of two polar orbiting satellites, operating day and night performing C \nband synthetic aperture radar imaging, enabling them to acquire imagery regardless of the weather." . . "2.014388489208633" . "7.0" . "sample" . . "4.457985888389993" . "13.9" . "anomaly" . . "3.91276459268762" . "12.2" . "Land Monitoring Workflow." . . "6.877697841726619" . "23.9" . "heritage mission" . . "2.585961921000284" . "9.1" . "earth sciences" . . "21.882209887541087" . "0.5693458914756775" . "workflow" . . "3.9952648712636876" . "13.5" . "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." . . "5.72661870503597" . "19.9" . "physics" . . "4.553734061930784" . "2.5" . "tweak the feature" . . "3.296391020176187" . "11.6" . "sentinel family" . . "3.752405388069275" . "11.7" . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . . "10.129496402877699" . "35.2" . "mapping capability" . . "4.2057402671213415" . "14.8" . "French Guiana" . . . "sentinel data product dissemination" . . "1.9039499857914182" . "6.7" . "image archive" . . "2.188121625461779" . "7.7" . "classifier" . . "5.4749926013613495" . "18.5" . "Electrical appliance" . . "Economy, business and finance/Economic sector/Manufacturing and engineering/Electrical appliance" . "life sciences (general)" . . "19.373018192810438" . "0.4437255263328552" . "Synthetic aperture radar (SAR) sensors represent an alternative to optical ones for monitoring environments, especially considering change detection analysis." . . "13.640287769784173" . "47.4" . "feature" . . "6.735086593970494" . "21.0" . "sentinel mission guide" . . "4.5467462347257745" . "16.0" . ". . . . 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" . "conclusion" . . "2.5336754329698525" . "7.9" . "service-account-enrichment" . . "service-account-generation-service" . . . "2025-11-11T16:49:11.372+01:00"^^ . . . "Land Monitoring Workflow" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB" . "0Q/MYgV2UVBifOX2pSxDw4MJkZ/ILeDWC/p6dGnbAVSMF5/J7tFOYlOXXo76jzkK4FEEzekZXjAnGlTvoLKCQBnnw+H/7u6HDzikf+x46ww2kWcvcFa01XMZgh1TprNwHfRLGqhXEr1nRyawcMCuBXL8Ucu5o0dD+qJiKOoR8X/gPQR4rytFmC2/4NgeKa6o4uauD3g2A8WCymKguWmKfP1aL8Mu1wuB7h5O9BcxpGvEbs9ABGSoV3QhTp4UmNOXHw0wZi1j9Rub3xGzRO7bBGrLe/cpkmUSY1qP0htsi5ptEZM0JEawBTA5kjsK6zks3i47I97DfukZmJGuRRa7MQ==" . . .