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Intro; Preface; Organizing Committee; Scientific Programme Committee; Local Organizing Committee; Scientific Committee; Contents; Natural Resource Management and Earth Observation; 1 Evaluating Spatial Data Acquisition and Interpolation Strategies for River Bathymetries; Abstract; 1 Introduction and Motivation; 2 Implementing a Workflow to Compare Bathymetry Acquisition and Interpolation Methods; 2.1 Creation of the Reference Dataset; 2.2 Data Acquisition Strategies; 2.3 Spatial Interpolation Methods; 2.3.1 Inverse Distance Weighting (IDW); 2.3.2 Radial Basis Functions (RBFs)
2.3.3 Ordinary Kriging (OK)2.3.4 Simple Kriging (SK); 2.3.5 TopoGrid Algorithm; 3 Assessing the Bathymetry Interpolation Methods Behaviors; 3.1 Assessing Inverse Distance Weighting (IDW); 3.2 Assessing Radial Basis Functions (RBFs); 3.3 Assessing Ordinary Kriging (OK); 3.4 Assessing Simple Kriging; 4 Comparisons of the Different Strategies; 4.1 Comparing the Different Acquisition Strategies; 4.2 Comparing the Different Interpolation Methods; 5 Discussion and Conclusion; Acknowledgements; References
2 PLANTING: Computing High Spatio-temporal Resolutions of Photovoltaic Potential of 3D City ModelsAbstract; 1 Introduction; 1.1 Background; 1.2 Literature Review; 1.3 Objectives; 2 Methodological Overview; 2.1 Input Data; 2.2 Software Architecture; 2.3 Methodological Steps; 3 3D Analysis; 4 PV Installation Design; 4.1 Techno-Economic Assumptions; 4.2 PV Installation Design; 5 Solar Irradiance and PV Potential Calculation; 5.1 Solar Irradiance; 5.2 PV Potential; 6 Implementation; 7 Validation and Model Performance; 7.1 Validation; 7.2 Evaluation of Run Time; 8 Conclusion and Future Research
8.1 Summary8.2 Limitations; 8.3 Future Studies; Acknowledgements; References; 3 Interpolation of Rainfall Through Polynomial Regression in the Marche Region (Central Italy); Abstract; 1 Introduction; 1.1 Aim of the Study; 1.2 Geography of the Area; 2 State of the Art; 3 Methods; 3.1 Quality Control; 3.2 Climate Analysis Method; 4 Results and Discussion; 4.1 Rainfall Analysis; 4.2 Regression Analysis; 5 Conclusions; References; 4 An Artificial Stream Network and Its Application on Exploring the Effect of DEM Resolution on Hydrological Parameters; Abstract; 1 Introduction
2 Artificial Stream Network3 Effect of DEM Resolution; 3.1 The Number of Basins; 3.2 Drainage Density; 3.3 Total Stream Length of the Largest Basin; 3.4 Average Stream Slope of the Largest Basin; 3.5 Average Topographic Index of the Largest Basin; 4 Validation Against Field Data; 4.1 Data Description; 4.2 Analysis; 5 Conclusions; References; 5 Spatio-Temporal Analysis of Mangrove Loss in Vulnerable Islands of Sundarban World Heritage Site, India; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Study Area; 2.2 Data Base; 2.2.1 Remote Sensing Data Base; 2.2.2 Sea Level Data
2.3.3 Ordinary Kriging (OK)2.3.4 Simple Kriging (SK); 2.3.5 TopoGrid Algorithm; 3 Assessing the Bathymetry Interpolation Methods Behaviors; 3.1 Assessing Inverse Distance Weighting (IDW); 3.2 Assessing Radial Basis Functions (RBFs); 3.3 Assessing Ordinary Kriging (OK); 3.4 Assessing Simple Kriging; 4 Comparisons of the Different Strategies; 4.1 Comparing the Different Acquisition Strategies; 4.2 Comparing the Different Interpolation Methods; 5 Discussion and Conclusion; Acknowledgements; References
2 PLANTING: Computing High Spatio-temporal Resolutions of Photovoltaic Potential of 3D City ModelsAbstract; 1 Introduction; 1.1 Background; 1.2 Literature Review; 1.3 Objectives; 2 Methodological Overview; 2.1 Input Data; 2.2 Software Architecture; 2.3 Methodological Steps; 3 3D Analysis; 4 PV Installation Design; 4.1 Techno-Economic Assumptions; 4.2 PV Installation Design; 5 Solar Irradiance and PV Potential Calculation; 5.1 Solar Irradiance; 5.2 PV Potential; 6 Implementation; 7 Validation and Model Performance; 7.1 Validation; 7.2 Evaluation of Run Time; 8 Conclusion and Future Research
8.1 Summary8.2 Limitations; 8.3 Future Studies; Acknowledgements; References; 3 Interpolation of Rainfall Through Polynomial Regression in the Marche Region (Central Italy); Abstract; 1 Introduction; 1.1 Aim of the Study; 1.2 Geography of the Area; 2 State of the Art; 3 Methods; 3.1 Quality Control; 3.2 Climate Analysis Method; 4 Results and Discussion; 4.1 Rainfall Analysis; 4.2 Regression Analysis; 5 Conclusions; References; 4 An Artificial Stream Network and Its Application on Exploring the Effect of DEM Resolution on Hydrological Parameters; Abstract; 1 Introduction
2 Artificial Stream Network3 Effect of DEM Resolution; 3.1 The Number of Basins; 3.2 Drainage Density; 3.3 Total Stream Length of the Largest Basin; 3.4 Average Stream Slope of the Largest Basin; 3.5 Average Topographic Index of the Largest Basin; 4 Validation Against Field Data; 4.1 Data Description; 4.2 Analysis; 5 Conclusions; References; 5 Spatio-Temporal Analysis of Mangrove Loss in Vulnerable Islands of Sundarban World Heritage Site, India; Abstract; 1 Introduction; 2 Materials and Methods; 2.1 Study Area; 2.2 Data Base; 2.2.1 Remote Sensing Data Base; 2.2.2 Sea Level Data