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PageMode: UseOutlines Language: English Outlines: Item: Title: A near real-time spatial decision support system for improving sugarcane monitoring through a satellite mapping web browser Destination: mk:title Children: Item: Title: 1 Introduction Destination: mk:H1_1 Item: Title: 2 Materials and methods Destination: mk:H1_2 Children: Item: Title: 2.1 Study area Destination: mk:H2_1 Item: Title: 2.2 Map browser Destination: mk:H2_2 Item: Title: 2.3 Geospatial data Destination: mk:H2_3 Item: Title: 2.4 Building the sugarSaT S-DSS Destination: mk:H2_4 Children: Item: Title: 2.4.1 SugarSaT design Destination: mk:H3_5 Item: Title: 2.4.2 Harvest progress monitoring and validation Destination: mk:H3_6 Item: Title: 2.4.3 Definition and validation of early warning system Destination: mk:H3_7 Item: Title: 2.5 Usability and feedback validation Destination: mk:H2_8 Item: Title: 3 Results Destination: mk:H1_3 Children: Item: Title: 3.1 Image availability for near real time monitoring Destination: mk:H2_9 Item: Title: 3.2 SugarSaT environment and functionalities of miramon web map browser Destination: mk:H2_10 Item: Title: 3.3 Specific developments for local sugarcane management Destination: mk:H2_11 Children: Item: Title: 3.3.1 Harvest progress monitoring Destination: mk:H3_12 Item: Title: 3.3.2 Early warning system Destination: mk:H3_13 Item: Title: 3.4 Usability test of SugarSaT Destination: mk:H2_14 Item: Title: 4 Discussion Destination: mk:H1_4 Children: Item: Title: 4.1 Advantages of miramon web map browser Destination: mk:H2_15 Item: Title: 4.2 Specific developments of SugarSaT Destination: mk:H2_16 Item: Title: 4.3 Addressing S-DSS weaknesses and usability feedback Destination: mk:H2_17 Item: Title: 4.4 Final findings and limitations Destination: mk:H2_18 Item: Title: 5 Conclusions Destination: mk:H1_5 Item: Title: CRediT authorship contribution statement Destination: mk:H1_6 Item: Title: Declaration of competing interest Destination: mk:HH1_2 Item: Title: Ethics 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Smart Agricultural Technology, 12 (2025) 101084. doi:10.1016/j.atech.2025.101084 Sugarcane MiraMon Web Map Browser Spatial decision support system (S-DSS) Near real-time Harvest monitoring Early warning system A near real-time spatial decision support system for improving sugarcane monitoring through a satellite mapping web browser Bryan Alemán-Montes Pere Serra Alaitz Zabala Joan Masó Xavier Pons VoR 10th June 2025 Acrobat Distiller 8.1.0 (Windows) Sugarcane,MiraMon Web Map Browser,Spatial decision support system (S-DSS),Near real-time,Harvest monitoring,Early warning system 10th June 2025 10.1016/j.atech.2025.101084 noindex journal © 2025 The Authors. 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