. . . . "http://emanuele79.livejournal.com/" . . . "change detection" . . "ecology" . . "image processing algorithm" . . "anatomy" . . "SAR-based technique" . . "detection" . . "RO" . . "nets" . . "step" . . "change" . . "methodology" . . . "3027508"^^ . "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." . "Documents" . . . . "Wokflow" . . . . "11466"^^ . "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" . . . . . "5364"^^ . "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" . . . . . "154"^^ . "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" . . . . . "12037"^^ . "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" . . . . . "4753"^^ . "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" . . . . . "60"^^ . "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" . . . . . . . "European Space Agency" . . "3.858427618218741" . "13.3" . "sentinel user guide" . . "1.5340909090909092" . "5.4" . "classifier" . . "5.366985784740354" . "18.5" . "sample" . . "3.8874383521903106" . "13.4" . "European Space Agency" . . "2.232287285668068" . "6.9" . "detection" . . "5.163910646939367" . "17.8" . "step" . . "2.5819553234696837" . "8.9" . "size" . . "2.944031057910061" . "9.1" . "This RO describes the change detecting step." . . "17.237410071942445" . "59.9" . "life sciences (general)" . . "15.595238351485959" . "0.4437255263328552" . "earth sciences" . . "60.24544000601818" . "2.0325206220149994" . "oceanography" . . "12.813388903595415" . "0.43228960037231445" . "Ro" . . "15.496603041087026" . "47.9" . "sar-based technique" . . "2.414772727272727" . "8.5" . "earth sciences" . . "12.813388903595415" . "0.43228960037231445" . "engineering" . . "53.7547773776064" . "1.5294647216796875" . "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" . "opposite" . . "1.7986655062373078" . "6.2" . "mission" . . "2.0058233581365252" . "6.2" . "land Monitoring change detecting step" . . "26.022727272727273" . "91.6" . "sentinel B" . . "2.727272727272727" . "9.6" . "mission" . . "3.2782129387873513" . "11.3" . "feature" . . "4.757760371337394" . "16.4" . "impact" . . "5.467486250404399" . "16.9" . "change detecting step" . . "1.3636363636363635" . "4.8" . "orbit characteristic" . . "3.352272727272727" . "11.8" . "physics" . . "4.553734061930784" . "2.5" . "Electrical appliance" . . "Economy, business and finance/Economic sector/Manufacturing and engineering/Electrical appliance" . "Book industry" . . "Economy, business and finance/Economic sector/Media/Book industry" . "classifier" . . "6.405693950177936" . "19.8" . "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" . "geosciences" . . "28.8689677286327" . "0.8213980197906494" . "detection" . . "2.070527337431252" . "6.4" . "feature" . . "3.235198964736331" . "10.0" . "atmospheric sciences" . . "60.24544000601818" . "2.0325206220149994" . "sample" . . "4.4969265609835" . "13.9" . "Armed forces" . . "Politics/Government/Defence/Armed forces" . "Prepared by Sentinel Team" . . "4.575539568345324" . "15.9" . "sensor" . . "2.0381753477838886" . "6.3" . "microwave remote-sensing data" . . "2.585227272727273" . "9.1" . "geology" . . "26.94117109038641" . "0.908923327922821" . "space sciences (general)" . . "1.7810165422749387" . "0.05067460238933563" . "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" . "- Tweaking the classifier has potentially more impact than tweaking the features." . . "11.39568345323741" . "39.6" . "geophysics" . . "9.65391621129326" . "5.3" . "Language" . . "Arts, culture and entertainment/Culture/Language" . "French Guiana" . . . "Synthetic aperture radar (SAR) sensors represent an alternative to optical ones for monitoring environments, especially considering change detection analysis." . . "13.640287769784173" . "47.4" . "sample size" . . "16.136363636363637" . "56.8" . "Conclusions\n\n- The results obtained are better than the baseline, but not statistically significant." . . "10.129496402877699" . "35.2" . "Land Monitoring Change Detecting Step." . . "11.510791366906474" . "40.0" . "earth sciences" . . "26.94117109038641" . "0.908923327922821" . "conclusion" . . "2.5558071821417014" . "7.9" . "result" . . "1.7986655062373078" . "6.2" . "earth resources and remote sensing" . . "28.8689677286327" . "0.8213980197906494" . "detecting" . . "4.561630540278227" . "14.1" . "European Space Agency" . . . "system" . . "10.385842761821873" . "35.8" . "impact" . . "4.902814041195242" . "16.9" . "sentinel mission guide" . . "4.545454545454546" . "16.0" . "IT-computer sciences" . . "Science and technology/Technology and engineering/IT-computer sciences" . "Software" . . "Economy, business and finance/Economic sector/Computing and information technology/Software" . "French Guiana" . . "1.8566869741804468" . "6.4" . "baseline" . . "4.78809446780977" . "14.8" . ". . . . 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" . "Science and technology" . . "Science and technology" . "tweak the classifier" . . "7.954545454545454" . "28.0" . "size" . . "2.6399767914128227" . "9.1" . "Europe" . . . "Sentinel user handbook" . . "1.2500000000000002" . "4.4" . "tweak the feature" . . "3.2954545454545454" . "11.6" . "mapping capability" . . "4.204545454545454" . "14.8" . "Ro" . . "11.314186248912097" . "39.0" . "This is in part related to the small sample size." . . "7.223021582733813" . "25.1" . "description" . . "2.1999352960207053" . "6.8" . "image archive" . . "2.1875" . "7.7" . "decision" . . "2.6399767914128227" . "9.1" . "description" . . "2.3208587177255584" . "8.0" . "space sciences" . . "1.7810165422749387" . "0.05067460238933563" . "astronautics" . . "40.98360655737705" . "22.5" . "change detection analysis" . . "4.6875" . "16.5" . "life sciences" . . "15.595238351485959" . "0.4437255263328552" . "Monitoring" . . "9.026205111614363" . "27.9" . "SENTINEL USER GUIDE ............................................................................." . . "4.690647482014389" . "16.3" . "payload" . . "2.117783579924572" . "7.3" . "heritage mission" . . "2.585227272727273" . "9.1" . "revision" . . "1.8856977081520163" . "6.5" . "sentinel data product dissemination" . . "1.9034090909090908" . "6.7" . "communications and radar" . . "53.7547773776064" . "1.5294647216796875" . "sentinel family" . . "3.7851827887415075" . "11.7" . "technique" . . "3.4616628922678743" . "10.7" . "synthetic aperture radar" . . "5.208670333225494" . "16.1" . "instrument payload" . . "2.414772727272727" . "8.5" . "computer science" . . "12.932604735883425" . "7.1" . "sentinel mission data acquisition" . . "2.1306818181818183" . "7.5" . "aerospace engineering" . . "31.876138433515482" . "17.5" . "payload" . . "1.973471368489162" . "6.1" . "sentinel satellite" . . "1.9147084421235858" . "6.6" . "service-account-enrichment" . . "service-account-generation-service" . . . "2025-11-11T16:58:42.949+01:00"^^ . . . "Land Monitoring Change Detecting Step" . "RSA" . "MIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA4pPaESKwmC6l37P86K6TNLq6yeQtc7m9CvcqauLs/1FC0viHvQnFBgxj0a+loPDv/Egwe6OqFpa0iW9Ypnyz9YPoh+pxbRXonbuMOb+8Ry9hXZ+TEKfWjhjVDGEaClwfRwglh2HI/xfV4CD9AgvDOEoZQiyta8a90PYwJ3G6e70oCHTn61+OWTkI9KRYHOYgg3btdy2Z7q/30PTFawb2ZT5aIfIJYobUYv2a7yhtcqWCHZeKv0bxGnRjTFNx1rscBMlLJSzvRtpQc1cCRVEPFZHo1adaXCI9tGvn4cxeNQ96y8dxkN1XhpaJairde+23MDzf42Oe97KG2HYzKiyVnQIDAQAB" . 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