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. Design explanation methods that connect predictions to meaningful spatial, temporal, frequency-domain, semantic, or example-based evidence. Evaluate robustness and transfer to unseen datasets, content
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or equivalent Skills/Qualifications Technical Skills: Hydrological analysis and modeling. Spatial analysis using GIS. GIS software (QGIS, ArcGIS). Hydrological modeling software. Processing and analysis
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how the resulting multimodal data can support species identification, the characterization of morphological variation, and the spatial analysis of heavy metal accumulation. Alongside shaping
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University of California Agriculture and Natural Resources | Davis, California | United States | about 2 months ago
multivariable statistical analyses (e.g., ANOVA, regression, hierarchical modeling), causal modeling, and conducting spatial analysis and geocoding using ArcGIS or other geospatial software. Demonstrable skill
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work period. • Develop, maintain, and enhance advanced GIS products, including interactive dashboards, spatial analysis tools, and map-based decision-support products. • Use GIS tools to acquire, process
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, or supervised/unsupervised learning depending on the available data) using spatial analysis and geographic machine learning tools (e.g., scikit-learn, PyTorch/TF + GeoPandas/Shapely) - Implementing a semantic
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, computer science, physics, or another quantitative field. Excellent coding skills, good knowledge of Python is required, knowledge of Stata and prior experience with Spatial Data Analysis is strongly valued
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on: Analysis of methodologies for integrating data of different nature (ground-penetrating radar, InSAR, FWD, ...) into BIM/GIS information models. Spatial analysis methodologies will also be developed
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, inferential and spatial analysis, as well as integrating machine learning techniques, and leading and drafting manuscripts. We will support and encourage the candidate’s independent research interests
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city transformation. The successful candidate will work with structured and unstructured urban datasets, develop indicators and benchmarks, conduct statistical and spatial analysis, and translate