Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing Data
Photogrammetric and remote sensing studies have a wide range of applications. They are popular data sources for various purposes, including spatial analysis, site and object surveys, and environmental studies. Research aimed at developing an optimal and reliable erosion model requires a specialized...
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| Format: | Article |
| Language: | English |
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IEEE
2025-01-01
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| Series: | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
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| Online Access: | https://ieeexplore.ieee.org/document/10758221/ |
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| author | Edyta Kruk Przemyslaw Klapa Marek Ryczek Tomasz Kowalik |
| author_facet | Edyta Kruk Przemyslaw Klapa Marek Ryczek Tomasz Kowalik |
| author_sort | Edyta Kruk |
| collection | DOAJ |
| description | Photogrammetric and remote sensing studies have a wide range of applications. They are popular data sources for various purposes, including spatial analysis, site and object surveys, and environmental studies. Research aimed at developing an optimal and reliable erosion model requires a specialized and comprehensive approach due to the numerous natural and anthropogenic factors that must be considered. Physical and chemical characteristics of soils change according to land-use practices, terrain topography, and prevailing meteorological conditions. Such diverse issues require detailed and specific investigations. Data for these studies can be obtained through spatial analyses based on remote sensing and photogrammetric data as well as thematic cartographic studies. We present a method for acquiring and processing various types of geospatial data using geographic information system (GIS) tools to generate the individual parameters required in the G2 erosion model. This article was conducted in an area covering 36.3 km<sup>2</sup>, corresponding to the Odra River watershed in the Silesian Voivodeship, Poland. This article employed publicly available high-resolution thematic layers, such as high-resolution layers from the Copernicus Land Monitoring Service and Sentinel-2. Methods such as remote sensing, GIS analysis, and normalization of available parameters were used to determine various parameters of the G2 erosion model. This effort yielded a high-resolution erosion map, facilitating the accurate determination of the model parameters at any given location on the site. |
| format | Article |
| id | doaj-art-812cfb033b4340c7baf79a334d6ca54a |
| institution | Kabale University |
| issn | 1939-1404 2151-1535 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | IEEE |
| record_format | Article |
| series | IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing |
| spelling | doaj-art-812cfb033b4340c7baf79a334d6ca54a2024-12-10T00:00:37ZengIEEEIEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing1939-14042151-15352025-01-011896597510.1109/JSTARS.2024.350220810758221Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing DataEdyta Kruk0Przemyslaw Klapa1https://orcid.org/0000-0003-1964-7667Marek Ryczek2Tomasz Kowalik3Department of Land Reclamation and Environmental Development, University of Agriculture in Krakow, Cracow, PolandDepartment of Geodesy, University of Agriculture in Cracow, Cracow, PolandDepartment of Land Reclamation and Environmental Development, University of Agriculture in Krakow, Cracow, PolandDepartment of Land Reclamation and Environmental Development, University of Agriculture in Krakow, Cracow, PolandPhotogrammetric and remote sensing studies have a wide range of applications. They are popular data sources for various purposes, including spatial analysis, site and object surveys, and environmental studies. Research aimed at developing an optimal and reliable erosion model requires a specialized and comprehensive approach due to the numerous natural and anthropogenic factors that must be considered. Physical and chemical characteristics of soils change according to land-use practices, terrain topography, and prevailing meteorological conditions. Such diverse issues require detailed and specific investigations. Data for these studies can be obtained through spatial analyses based on remote sensing and photogrammetric data as well as thematic cartographic studies. We present a method for acquiring and processing various types of geospatial data using geographic information system (GIS) tools to generate the individual parameters required in the G2 erosion model. This article was conducted in an area covering 36.3 km<sup>2</sup>, corresponding to the Odra River watershed in the Silesian Voivodeship, Poland. This article employed publicly available high-resolution thematic layers, such as high-resolution layers from the Copernicus Land Monitoring Service and Sentinel-2. Methods such as remote sensing, GIS analysis, and normalization of available parameters were used to determine various parameters of the G2 erosion model. This effort yielded a high-resolution erosion map, facilitating the accurate determination of the model parameters at any given location on the site.https://ieeexplore.ieee.org/document/10758221/Environmental researchG2 modelgeographic information system (GIS)geospatial dataland use (LU)photogrammetry |
| spellingShingle | Edyta Kruk Przemyslaw Klapa Marek Ryczek Tomasz Kowalik Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing Data IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing Environmental research G2 model geographic information system (GIS) geospatial data land use (LU) photogrammetry |
| title | Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing Data |
| title_full | Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing Data |
| title_fullStr | Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing Data |
| title_full_unstemmed | Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing Data |
| title_short | Determination of G2 Erosion Model Parameters With Photogrammetry and Remote Sensing Data |
| title_sort | determination of g2 erosion model parameters with photogrammetry and remote sensing data |
| topic | Environmental research G2 model geographic information system (GIS) geospatial data land use (LU) photogrammetry |
| url | https://ieeexplore.ieee.org/document/10758221/ |
| work_keys_str_mv | AT edytakruk determinationofg2erosionmodelparameterswithphotogrammetryandremotesensingdata AT przemyslawklapa determinationofg2erosionmodelparameterswithphotogrammetryandremotesensingdata AT marekryczek determinationofg2erosionmodelparameterswithphotogrammetryandremotesensingdata AT tomaszkowalik determinationofg2erosionmodelparameterswithphotogrammetryandremotesensingdata |