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geospatialsuite: Comprehensive Geospatiotemporal Analysis and Multimodal Integration Toolkit
A comprehensive toolkit for geospatiotemporal analysis featuring 60+ vegetation indices, advanced raster visualization, universal spatial mapping, water quality analysis, CDL crop analysis, spatial interpolation, temporal analysis, and terrain analysis. Designed for agricultural research, environmental monitoring, remote sensing applications, and publication-quality mapping with support for any geographic region and robust error handling. Methods include vegetation indices calculations (Rouse et al. 1974), NDVI and enhanced vegetation indices (Huete et al. 1997) <doi:10.1016/S0034-4257(97)00104-1>, (Akanbi et al. 2024) <doi:10.1007/s41651-023-00164-y>, spatial interpolation techniques (Cressie 1993, ISBN:9780471002556), water quality indices (McFeeters 1996) <doi:10.1080/01431169608948714>, and crop data layer analysis (USDA NASS 2024) <https://www.nass.usda.gov/Research_and_Science/Cropland/>. Funding: This material is based upon financial support by the National Science Foundation, EEC Division of Engineering Education and Centers, NSF Engineering Research Center for Advancing Sustainable and Distributed Fertilizer production (CASFER), NSF 20-553 Gen-4 Engineering Research Centers award 2133576.
Getting started
Package overview
Agricultural Applications with GeoSpatialSuite
Complete Workflows and Case Studies
Getting Started with GeoSpatialSuite
Spatial Data Integration
Universal Spatial Mapping with GeoSpatialSuite
Using analyze_crop_vegetation() in GeoSpatialSuite
Vegetation Index Analysis with GeoSpatialSuite
Water Quality Assessment
Browse package contents
Package details |
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| Author | Olatunde D. Akanbi [aut, cre, cph] (ORCID: <https://orcid.org/0000-0001-7719-2619>), Vibha Mandayam [aut] (ORCID: <https://orcid.org/0009-0008-8628-9904>), Yinghui Wu [aut] (ORCID: <https://orcid.org/0000-0003-3991-5155>), Jeffrey Yarus [aut] (ORCID: <https://orcid.org/0000-0002-9331-9568>), Erika I. Barcelos [aut, cph] (ORCID: <https://orcid.org/0000-0002-9273-8488>), Roger H. French [aut, cph] (ORCID: <https://orcid.org/0000-0002-6162-0532>) |
| Maintainer | Olatunde D. Akanbi <olatunde.akanbi@case.edu> |
| License | MIT + file LICENSE |
| Version | 0.1.1 |
| Package repository | View on CRAN |
| Installation |
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