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Esri inc kernel density estimation function
Kernel Density Estimation Function, supplied by Esri inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/product/kernel+density/kernel+density+function/pmc04386635-90-40-57
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kernel density estimation function - by Bioz Stars, 2026-09
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Article Title: Applying quantitative spatial phenotypes analysis to the investigation of peltate glandular trichomes development pattern in Perilla frutescens.
Article Snippet: The spatial phenotypes of PGTs in P. frutescens The kernel density package in Arcmap (version 10.8, Environmental Systems Research Institute) was utilized to analyse the distribution density of PGTs.

Article Title: Dynamic foraging strategy adaptation to heterogeneous environments contributes to social aggregation in snub-nosed monkeys.
Article Snippet: The kernel density estimation method in ArcGIS v.10.6 (ESRI., Redlands, USA) was used to calculate the home range and core area each Zoological Research 45(1): 39−54, 2024 41 year (Supplementary Method S3).

Article Title: Identifying the spatiotemporal vulnerability of soils to antimicrobial contamination through land application of animal manure in Minnesota, United States.
Article Snippet: These distance parameters were used to inform the search radius around each farm location and applied to a kernel density (KD) function from the Spatial Analyst Toolbox in ArcMap 10.6.1 (ESRI Inc., 2018).

Article Title: Applying quantitative spatial phenotypes analysis to the investigation of peltate glandular trichomes development pattern in Perilla frutescens.
Article Snippet: The resultant density heatmap of P. frutescens PGT distribution was obtained by the ‘Kernel Density’ package of Arcmap (version 10.8, Environmental Systems Research Institute).

Article Title: Spatio-temporal hotspots of wildlife-vehicle collisions in Poland: How congruent are mammals, birds, reptiles and amphibians?
Article Snippet: • Wildlife-vehicle collision (WVC) is recognized as a chief traffic threat to

Derivative Assay:

Article Title: Incorporating cyclone risk in the design of marine protected and conserved areas as an ecosystem-based adaptation approach.
Article Snippet: .. Coastal population counts were derived for major towns and cities adjacent to the GSR from Fijian census population information (accessed from www.citpopulation.de/en/fiji/admin) and used in a kernel density model of expected counts in ArcGIS to generate a cost raster (ESRI, 2011; Silverman, 1986) (see Figure 1 and Appendix S7 for towns and cities used). .. We developed a land–sea modeling framework composed of 2 components: a sediment runoff model based on historic rainfall during extreme cyclone events and a coastal sediment dispersion model to couple with a predictive coral cover model. Inputs and outputs for the sediment runoff and dispersion model were processed using a combination of ArcGIS (ESRI, 2022) and the R programming language (R Core Team, 2022).

Transformation Assay:

Article Title: A harvest framework for a recovering American black bear population
Article Snippet: Funding information U.S.. Fish and Wildlife Service; Camp Fire Conservation Fund; Mississippi State University Center for Resolving Human‐ Wildlife Interactions; Missouri Department of Conservation Abstract Having reproducible and transparent science‐based processes in wildlife management ensures the integrity of decision making.. These processes are particularly important when establishing harvest frameworks, as guiding information in the peer‐reviewed literature is limited.



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3D Kernel Density Estimation of composite service capacity scores for 12 secondary public hospitals in Guangzhou (2019–2023).

Journal: Frontiers in Health Services

Article Title: Evaluating and enhancing the service capacity of secondary public hospitals in urban China: a multi-method empirical analysis based on Guangzhou (2019–2023)

doi: 10.3389/frhs.2025.1621018

Figure Lengend Snippet: 3D Kernel Density Estimation of composite service capacity scores for 12 secondary public hospitals in Guangzhou (2019–2023).

Article Snippet: To analyze the dynamic evolution of service capacity across institutions, a 3D Kernel Density Estimation (KDE) was constructed using MATLAB, based on composite TOPSIS scores from 2019 to 2023.

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