RIC 2017 HANDBOOK http://ric2017.rcmrd.org RIC Handbook 2017 #RIC2017 th th 27 to 29 September 2017 “Space Science Touches Lives” RIC 2017 HANDBOOK - “Space Science Touches Lives” i ii RIC 2017 HANDBOOK - “Space Science Touches Lives” Table of Contents Letter Of Welcome ................................................................................x Conference Overview .............................................................................xi Programme Structure .............................................................................1 Programme .............................................................................................2 Abstracts .................................................................................................12 AGRICULTURE AND FOOD SECURITY (AFS) .......................13 AFS001: Geospatial Data Analysis for Assessment and Characterization of Ensete in Ethiopia .................................13 AFS002: Impact of Internal Conflict on Agriculture and Food Security in South Sudan ........................................................14 AFS003: Mapping Leaf Nitrogen and Carbon Concentrations of Intact and Fragmented Indigenous Forest Ecosystems Using Empirical Modeling Techniques and Worldview-2 Data .......16 AFS004: Seasonal Crop Type Inventory Mapping from Multi-Temporal Terrasar-X Images (A Case Study of Kitale) .........................17 AFS005: Understanding Seasonality of Browse Herbage in Karamoja Region, Uganda .....................................................................18 AFS006: Use of Sentinel-2 Data to Estimate Agricultural Areas by Speculation (Case of Millet, Maize and Groundnut) ...........20 AFS007: Using New Earth Observation Tools for Monitoring Crop and Rangeland Productivity Constraints in the Context of Safeguarding Livelihoods in Rural Africa ..............................22 ii RIC 2017 HANDBOOK - “Space Science Touches Lives” RIC 2017 HANDBOOK - “Space Science Touches Lives” iii AFS008: Using Radar Images for Analysis of Small and Large Scale Crop Production in Endebess Sub County .....................................23 AFS010: Malawi 2018 Census Mapping ..............................................26 AFS011:Towards the Development of a Web Based Rangeland Assessment and Monitoring Tool ...........................................27 AFS012: Improving the Capacity of Institutions on Geospatial Technologies for Societal Benefit ..........................................29 AFS013: Use of Earth Observation Data to Inform Food Security Assessments and Decision Making ........................................30 CROSS-CUTTING (CR) ....................................................................32 CR001: Fine Resolution Modelling of Malaria Risk Factors and Potential Malaria Risk Prediction (A Case of Homa Bay County, Kenya) .......................................................................32 CR002: Use of GIS in Grid Management and Extension ....................34 CR003: GIS Location-Allocation Model in Improving Accessibility to Health Care Facilities (Centers) - A Case Study of Mt. Elgon District ...................................................................................35 CR004: Improved Analysis of Cheetah (Acinonyx Jubatus) Occupancy and Gene Flow Using GIS Tools in Kenya .........36 CR005: The Role of Planning Support Systems in National Policy Transfer and Policy Translation in Secondary Cities...............38 CR006: On-Line Spatial Data Mining: A Catalyst for National, Continental and Global Initiatives .........................................40 CR007: A Tool for Ensuring Policy- Impacting Research Results (Policy Advice on Reconciling Food production and Environmental Protection in Wetlands of East Africa) ............41 CR008: Solid Waste Disposal Site Selection Using GIS, Gombato iv RIC 2017 HANDBOOK - “Space Science Touches Lives” AFS008: Using Radar Images for Analysis of Small and Large Scale Crop Bongwe Ward, Kwale ...............................................................43 Production in Endebess Sub County .....................................23 CR009: Spatio-Temporal Patterns of Malaria Hotspots in AFS010: Malawi 2018 Census Mapping ..............................................26 Kigali City ................................................................................44 AFS011:Towards the Development of a Web Based Rangeland CR010: The Geo Information Applications in Decision Making in Assessment and Monitoring Tool ...........................................27 Umeme .....................................................................................45 AFS012: Improving the Capacity of Institutions on Geospatial CR011: Unravelling Kobotoolbox and Kobocollect Smartphone Technologies for Societal Benefit ..........................................29 Geospatial Technology for County Spatial Planning AFS013: Use of Earth Observation Data to Inform Food Security in Kenya ..................................................................................46 Assessments and Decision Making ........................................30 CR012: Urban Tree Species Classification on Pixel and Object Level CROSS-CUTTING (CR) ....................................................................32 with Worldview-2 Image, Using Maximum Likelihood CR001: Fine Resolution Modelling of Malaria Risk Factors and Classifier and Support Vector Machine ....................................47 Potential Malaria Risk Prediction (A Case of Homa Bay CR013:Why Spatial Intelligence is Critical to Business Models County, Kenya) .......................................................................32 (Insights From Enterprises in Western Kenya) ........................49 CR002: Use of GIS in Grid Management and Extension ....................34 CR014: Eastern Africa Forest Observatory ...........................................50 CR003: GIS Location-Allocation Model in Improving Accessibility to CR015: Communicating Climate Change by Linking Space and Health Care Facilities (Centers) - A Case Study of Mt. Elgon Village ......................................................................................51 District ...................................................................................35 CR016: Establishment of a Common and Modern African Geodetic CR004: Improved Analysis of Cheetah (Acinonyx Jubatus) Reference System (AFREF) .....................................................53 Occupancy and Gene Flow Using GIS Tools in Kenya .........36 CR017: Geo Information Training ........................................................54 CR005: The Role of Planning Support Systems in National Policy CR018: Improving the Capacity of Institutions on Geospatial Transfer and Policy Translation in Secondary Cities...............38 Technologies for Societal Benefit .............................................55 CR006: On-Line Spatial Data Mining: A Catalyst for National, CR019: Hydropower Resources Atlas of Kenya with Emphasis on Small Continental and Global Initiatives .........................................40 Hydropower Resources .............................................................57 CR007: A Tool for Ensuring Policy- Impacting Research Results (Policy Advice on Reconciling Food production and LAND SURVEYING AND MANAGEMENT. (LSM) ..................58 Environmental Protection in Wetlands of East Africa) ............41 LSM001: Feature Orientation and Positional Accuracy Assessment of CR008: Solid Waste Disposal Site Selection Using GIS, Gombato Digital Orthophoto and Line Map for Large Scale Mapping iv RIC 2017 HANDBOOK - “Space Science Touches Lives” RIC 2017 HANDBOOK - “Space Science Touches Lives” v (The Case Study on Bahir Dar Town, Ethiopia) .................58 LAND USE LAND COVER AND ECOSYSTEM (LULC)............60 LULC001: Application of GIS and Remote Sensing Techniques in Analysis of Land Use and Land Cover Changes Threats to River Njoro Ecosystem: Njoro, Nakuru County ..................60 LULC002: Assessing Spatio-Temporal Land-Cover Changes in Gatumba Mining Area in Rwanda ......................................61 LULC003: Beyond Biodiversity - Using Geoinformation to Drive Conservation and Development Decision Making. .............62 LULC004: Delimitation and Zoning of the Comoros National Parks (Marine and Terrestrial) ......................................................63 LULC005: Estimation of Tree Distribution and Canopy Heights in Ifakara, Tanzania Using Unmanned Aerial System (UAS) Stereo Imagery ....................................................................64 LULC006: Evaluating the Red Edge Channel for Improving C3 (Festuca SPP.) and Other Co-Occurring C3/C4 Grass Species Discrimination Based on High Resolution Multi Spectral Satellite Image Data ..............................................66 LULC007: Exploring The Utility of Auto-Sklearn and Remotely Sensed Sentinel-2 Image Data for Mapping Parthenium Weed in a Heterogeneous Landscape ..................................67 LULC008: GIS and Remote Sensing Based Assessment of Land Use- Land Cover Changes in The Coastal City of Lagos Nigeria .................................................................................69 LULC009: GIS Application on Socio-Economic Effect of Road Infrastructure Development and Sustainable vi RIC 2017 HANDBOOK - “Space Science Touches Lives” (The Case Study on Bahir Dar Town, Ethiopia) .................58 Development (Case of Nairobi Bypasses) ...........................70 LULC010: Land Use and Land Cover Data Changes in Indian Ocean LAND USE LAND COVER AND ECOSYSTEM (LULC)............60 Islands (Case Study Of Unguja in Zanzibar Island) ............71 LULC001: Application of GIS and Remote Sensing Techniques in LULC011:Savanna Vegetation Structure Mapping Using Synthetic Analysis of Land Use and Land Cover Changes Threats to Aperture Radar And Terrestrial Laser Scanning in Kruger River Njoro Ecosystem: Njoro, Nakuru County ..................60 National Park, South Africa ...............................................72 LULC002: Assessing Spatio-Temporal Land-Cover Changes in LULC012: Urbanization in Lilongwe (A Spatial Metrics Analysis) ......74 Gatumba Mining Area in Rwanda ......................................61 LULC013: Use of Geospatial Technology to Map The Distribution of LULC003: Beyond Biodiversity - Using Geoinformation to Drive Vervet Monkeys in Urban Areas (Case Study of Nairibi Conservation and Development Decision Making. .............62 County) ...............................................................................76 LULC004: Delimitation and Zoning of the Comoros National Parks LULC014: Use of GIS in Assessing the Appropriateness of an Existing (Marine and Terrestrial) ......................................................63 Dumpsite and The Suitability of Future Landfill Sites for LULC005: Estimation of Tree Distribution and Canopy Heights in Nairobi ................................................................................77 Ifakara, Tanzania Using Unmanned Aerial System (UAS) LULC015: Mapping Land Use and Land Cover Change and its Influence Stereo Imagery ....................................................................64 on Soil Erosion in The Upper Ruvu Watershed, Tanzania ..78 LULC006: Evaluating the Red Edge Channel for Improving C3 LULC016: Evaluation of Supervised Classifiers for Forest Resource and (Festuca SPP.) and Other Co-Occurring C3/C4 Grass Land Cover Mapping Based on Combination of Sar and Species Discrimination Based on High Resolution Multi Optical Remote Sensing Data .............................................80 Spectral Satellite Image Data ..............................................66 LULC017: Land Degradation Assessment in IGAD Region Using LULC007: Exploring The Utility of Auto-Sklearn and Remotely Earth Observation Data ......................................................81 Sensed Sentinel-2 Image Data for Mapping Parthenium LULC018 : A Model For Invasive Alien Plant Species in Kenya’s Weed in a Heterogeneous Landscape ..................................67 Northern Rangelands ...........................................................82 LULC008: GIS and Remote Sensing Based Assessment of Land Use- LULC019: Enabling Annual Land Cover Mapping Across Land Cover Changes in The Coastal City of Lagos East Africa ............................................................................84 Nigeria .................................................................................69 LULC009: GIS Application on Socio-Economic Effect of Road Infrastructure Development and Sustainable vi RIC 2017 HANDBOOK - “Space Science Touches Lives” RIC 2017 HANDBOOK - “Space Science Touches Lives” vii WATER RESOURCES AND HYDRO-CLIMATIC DISASTERS (WRD). ..................................................................................................85 WRD001: An Assessment of the Impacts of Weather and Climate Patterns on Water Resources ...............................................85 WRD002: Assessing Bias in Satellite Rainfall Products and Their Impact in Water Balance Closure at the Zambezi Headwaters ...........................................................................86 WRD003: Assessing Gullies Development on Hilly Urban Areas Using Cadastral Maintenance Data and Erosion Modeling (A Case Study of Mpazi River Catchment in Kigali City) .......................................................................88 WRD004: Estimation of Evapotranspiration for Crop Water Requirement Using Satellite Imagery ...................................89 WRD005: GIS and Remote Sensing Based Assessment of Water Quality Changes in Lake Malawi .........................................91 WRD006: Mapping Soil Moisture Content Using Senstinel-1 and Sentinel-2 (Case Studies from Kenya) .................................92 WRD007: Sedimentation Dynamics of Mudi Dam Using an Unmanned Aerial Vehicle ....................................................94 WRD008: Synthetic Aperture Radar For Vegetation and Soil Moisture Monitoring in Masai Mara ...................................95 WRD009: Vulnerability of Groundwater to Pollution (Locating Pollution Hot Spots in The Lake Nakuru Drainage Basin) ......................................................................................97 WRD010: Monitoring Lake Victoria Water Quality from Space .........98 (Opportunities for Strengthening Trans-boundary Information Sharing for Effective Resource Management) ....98 viii RIC 2017 HANDBOOK - 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