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Valentin Ștefan's Projects

baci_glmm icon baci_glmm

Implementing a Generalized Linear Mixed Effects Model (GLMM) on a Before-After-Control-Impact (BACI) study design related to coastal dune restoration

bootdissim icon bootdissim

R package for building turnover saturation curves via bootstrapping

bootstrapnet icon bootstrapnet

R package for bootstrapping indices of bipartite ecological networks

code4green-bio06 icon code4green-bio06

Code and data used during the hackathon Code4Green by the team team_cli07_landscapeoptimizer

data icon data

a collection of mostly GIS data links

geobuffer icon geobuffer

R package for constructing geodesic buffers using metric radii

img-with-box-from-excel icon img-with-box-from-excel

boxcel: Integrate Excel with Python for visualizing images with their corresponding bounding boxes for object detection annotation workflows

jpe-citation-style icon jpe-citation-style

Updated Citation Style for the Journal of Pollination Ecology with DOI Inclusion

off-the-shelf-insect-identification icon off-the-shelf-insect-identification

Main contribution of this repo is thorough evaluation of off-the-shelf approach for image classification based on a feature extraction with a single feed forward pass trough pretrained VGG16.

pai icon pai

Pollination_Artificial_Intelligence

plant-pollinator-romania icon plant-pollinator-romania

A review of European studies on pollination networks and pollen limitation, and a case study designed to fill in a gap

plotbiomes icon plotbiomes

R package for plotting Whittaker biomes with ggplot2

pollen-limitation-land-use icon pollen-limitation-land-use

Land use and pollinator dependency drives global patterns of pollen limitation in the Anthropocene. Nat Commun 11, 3999 (2020).

saldur-ror-analysis icon saldur-ror-analysis

R code & data for the analysis of the environmental impact of a "run-of-river" hydropower plant on the riverine ecosystem of the Saldur stream, a glacier-fed stream located in the Italian Central-Eastern Alps.

satellite-image-classification-r icon satellite-image-classification-r

Exercise with pixel based supervised classification of Sentinel-2 multispectral images in R. Comparing Random Forests, SVM and Neural Networks.

styles icon styles

Official repository for Citation Style Language (CSL) citation styles.

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