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UID:

Umfang: 1 Online-Ressource (XV, 254 p. 91 illus., 81 illus. in color).

Ausgabe: 1st ed. 2024

ISBN: 978-3-031-61440-8

Serie: Lecture Notes in Geoinformation and Cartography

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-61439-2

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-61441-5

Weitere Ausg.: Erscheint auch als Druck-Ausgabe ISBN 978-3-031-61442-2

Sprache: Englisch

DOI: 10.1007/978-3-031-61440-8

URL: Volltext  (URL des Erstveröffentlichers)

URL: Volltext  (URL des Erstveröffentlichers)

URL: Volltext  (URL des Erstveröffentlichers)

URL: Volltext  (URL des Erstveröffentlichers)

URL: lizenzpflichtig

UID:

Umfang: 1 online resource (259 pages)

Ausgabe: 1st ed.

ISBN: 3-031-61440-2

Serie: Lecture Notes in Geoinformation and Cartography Series

Anmerkung: Intro -- Organization -- Preface -- Acknowledgements -- Contents -- Analysis of Geospatial Data -- The Relationship of Spatio-temporal Patterns of Mortality of Diseases Associated with Malnutrition and Food Establishments in Mexico -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data Standardization -- 2.2 Statistical Analyses -- 3 Results and Discussion -- 4 Conclusions -- References -- Spatio-temporal Analysis of the Main Types of Road Incidents in Mexico City 2018-2022 -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 4 Results -- 5 Conclusions -- References -- A Louvain-Based Approach to Discover Communities and Spatial Relations in a Homicide Knowledge Graph -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Area and Data -- 2.2 Louvain Algorithm -- 3 Results and Discussion -- 4 Conclusions and Future Work -- References -- Construction of a Prospective Scenario of Land Use and Cover Change for the Usumacinta River Basin, Indispensable Element for Regional Planning -- 1 Introduction -- 2 Description of the Study Area and Data -- 3 Methods -- 4 Results and Discussion -- 5 Conclusions -- References -- Characteristics of Clandestine Burial Sites in Mexico: A Regional Overview with Multivariate Analysis -- 1 Introduction -- 2 Background -- 3 Data -- 3.1 Clandestine Graves -- 3.2 Homicidal Violence and Disappearances -- 3.3 Variables About the Built Environment -- 4 Methodology -- 4.1 K-means Cluster Analysis -- 4.2 Clustering and Regionalization with Spatial Constraints -- 4.3 Statistically Significant Variables -- 5 Results and Discussion -- 6 Conclusions -- References -- Estimation of Land Surface Temperature Using Satellite Remote Sensing, a Case Study in the Cities from El Salvador: Berlin, Alegría, and Santiago de María -- 1 Introduction -- 2 Related Work -- 3 Measurement and Methods. , 3.1 Surface Temperature Measurement Using Remote Sensing -- 3.2 LST Using Landsat8 OLI-TIRS and QGIS -- 4 Case Study from El Salvador in the Cities: Berlin, Alegría, and Santiago de María -- 4.1 Procedure -- 4.2 Results -- 4.3 Discussion -- 5 Conclusion -- References -- Assessing Maize (Zea Mays) Biomass at Different Growth Stages: A UAV-Based Multispectral Study on Nitrogen Effects -- 1 Introduction -- 2 Materials and Methods -- 2.1 Study Site -- 2.2 Field Measurements -- 2.3 UAV Flight and Data Processing -- 2.4 Analysis -- 2.5 Vegetation Indices -- 3 Results -- 4 Discussion -- 5 Conclusions -- References -- Machine Learning and Artificial Intelligence for Geoespatial Data and Problems -- Evaluating the Effectiveness of Projection Techniques for the Semantic Segmentation of LIDAR-Captured Point Clouds -- 1 Introduction -- 2 Overview of Methodology -- 2.1 Height Normalization and Point Alignment -- 2.2 2D Projection Techniques -- 2.3 Network Architecture -- 2.4 Label Propagation in 3D Point Cloud Segmentation -- 3 Experiments -- 3.1 Results -- 4 Conclusion and Future Directions -- References -- How to Integrate AI into Spatial Data Infrastructures: Evolution of the UCuenca SDI -- 1 Introduction -- 2 Material and Method -- 2.1 Technologies Used to Update the UCuenca SDI Architecture -- 2.2 Virtual Assistant System Architecture -- 2.3 Virtual Assistant Design and Modeling -- 2.4 Wizard Training and Programming of Custom Functions -- 2.5 VA Deployment and Integration with the Spatial Data Infrastructure Portal -- 3 Results -- 4 Evaluation -- 5 Conclusions -- References -- Can Social Media Data Help to Understand the Socio-spatial Heterogeneity of the Interests and Concerns of Urban Citizens? A Twitter Data Assessment for Mexico City -- 1 Introduction -- 2 Methods -- 2.1 Data Acquisition -- 2.2 Data Preprocessing -- 2.3 Topic Modeling. , 2.4 Data Analysis -- 3 Results and Discussion -- 4 Conclusions -- References -- Super-Resolution of LiDAR Data Using EDSR-CBAM Neural Networks -- 1 Introduction -- 2 Literature Review -- 2.1 Super-Resolution Methods in Images -- 2.2 Networks with Attention Mechanisms for SR -- 2.3 Super-Resolution Methods in Point Clouds -- 3 Spherical Projection -- 4 Methodology -- 4.1 The EDSR-CBAM Architecture Employed -- 4.2 Dataset Description -- 5 Experiments and Results -- 5.1 Preprocessing and Metrics of Quality -- 5.2 Training Details -- 5.3 Quantitative Evaluation of Results -- 6 Discussion -- 7 Conclusion -- References -- A Practical Study on Banana (Musa spp.) Plant Counting and Coverage Percentage Using Remote Sensing and Deep Learning -- 1 Introduction -- 2 Methodology -- 2.1 Study Site -- 2.2 Data Acquisition -- 2.3 Plant Counting -- 2.4 Coverage Estimation -- 2.5 Evaluation Criteria -- 3 Results and Discussion -- 3.1 Plant Counting -- 3.2 Coverage Estimation -- 4 Conclusions -- References -- Framing the Forest: A Comparative Analysis of Google Earth Engine Classifiers for Accurate Species Extraction -- 1 Introduction -- 2 Material and Methods -- 2.1 Study Area -- 2.2 Materials -- 2.3 Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- Applications of Geospatial Data -- Espacio Clandestino: A Nationwide Platform to Support Clandestine Graves Search in Mexico -- 1 Introduction -- 2 Platform Design and Development -- 2.1 Clandestine Space: Concept and Realization -- 2.2 Additional Dimensions -- 3 Graves Data -- 4 Use Cases -- 4.1 Guerrero -- 4.2 Baja California -- 5 Results and Discussion -- References -- Susceptibility of the Vegetation to Forest Fires in the Dry Forest of Ocaña-Colombia -- 1 Introduction -- 2 Methodology -- 2.1 Fuel Type -- 2.2 Fuel Life -- 2.3 Fuel Load -- 2.4 Threat from Susceptibility of Vegetation to Fire. , 3 Results -- 4 Conclusions -- References -- Identification of Hazard Zones Due Mass Movements in the Sierra Norte de Puebla, México -- 1 Introduction -- 2 Description of the Study Area -- 3 Methodology -- 4 Results -- 5 Discussion -- 6 Conclusion -- Appendix 1 -- Appendix 2 -- References -- Analysis of Semivariogram Features to Infer Land Cover Textures in Satellite Imagery -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data Set -- 2.2 Semivariogram -- 3 Extraction of Texture Features Using Semivariogram -- 4 Results -- 4.1 Differentiation of Coverage Types -- 4.2 Feature Analysis to Identify Cover Type Textures Using Images with Different Moisture Content -- 5 Conclusion -- References -- Citizen Participation in the Management of Territorial Information -- 1 Introduction -- 2 The Management of Territorial Information in Parish Plans -- 3 Conclusions -- References -- Estimating Land Cover Changes Using Multi-temporal Spectral Index Raster Stacks in the Chinampas of Xochimilco -- 1 Introduction -- 2 Material and Methods -- 2.1 Study Area -- 2.2 Material (Data, Hardware and Software) -- 2.3 Methods -- 3 Results -- 3.1 Multi-temporal Spectral Index Analyses Year Comparison -- 3.2 Multi-temporal Spectral Index Analyses Year and Month Comparison -- 4 Discussion -- 5 Conclusions -- References.

Weitere Ausg.: ISBN 3-031-61439-9

Sprache: Englisch

UID:

Umfang: XV, 254 p. 91 illus., 81 illus. in color. , online resource.

Ausgabe: 1st ed. 2024.

ISBN: 9783031614408

Serie: Lecture Notes in Geoinformation and Cartography,

Inhalt: This book presents a selection of manuscripts submitted to the 3rd International Conference on Geospatial Information Sciences (iGISc) 2023, a hybrid conference held in November 2023. These papers were selected by the Scientific Program Committee of the Conference after a rigorous peer-reviewed process. They represent a sample of the wide range of applications that characterize the interdisciplinary research areas of the Geospatial Information Sciences. It especially represents a fabulous opportunity to exhibit research carried out by young researchers and showcase it to the rest of the world and enhance the growth of the sciences while, at the same time, enforces them to level up with other research at the international level.

In: Springer Nature eBook

Weitere Ausg.: Printed edition: ISBN 9783031614392

Weitere Ausg.: Printed edition: ISBN 9783031614415

Weitere Ausg.: Printed edition: ISBN 9783031614422

Sprache: Englisch

DOI: 10.1007/978-3-031-61440-8

URL: https://doi.org/10.1007/978-3-031-61440-8