po1line
Environmental scientist and data analyst. Passionate about ecosystems resilience, biodiversity conservation, climate change action, and geospatial data ๐ธ
Pinned Repositories
Awesome-Geospatial-ML-Toolkit
Awesome Environmental Geospatial is a curated collection of cutting-edge tools, resources, and projects that harness the power of geospatial technologies to address pressing environmental challenges.
Analytics-on-research-of-pharmaceuticals-entry-in-soils
๐ Analytics: trends of studying of pharmaceuticals and personal care products in soil matrix
Awesome-Geospatial
Long list of geospatial tools and resources
Awesome-Geospatial-ML-Toolkit
Awesome Environmental Geospatial is a curated collection of cutting-edge tools, resources, and projects that harness the power of geospatial technologies to address pressing environmental challenges.
Land-cover-change-analysis
Land cover raster data analysis tutorial
Maps-visualisation-R
๐ฆ Short code example of ggplot2 visualisation of raster data for multiple maps into one plot
NDVI_time-series_GEE
๐พ Daily MODIS data processing across large territories using GEE Python API
soil-pharmaceuticals-exp-EDA
Data and code for experiment results analysis and visualisation (PET for students)
Van-Krevelen-diagrams-visual-R
๐งช Here is the plot for a nice visualisation of Van Krevelen diagrams to visualise mass spectrometry analysis data of natural organic matter
Vegetation-restoration-dynamics
๐ฑ Using remote sensing data for catching the dynamics of vegetation restoration on the example of degraded boreal landscapes
po1line's Repositories
po1line/Analytics-on-research-of-pharmaceuticals-entry-in-soils
๐ Analytics: trends of studying of pharmaceuticals and personal care products in soil matrix
po1line/Maps-visualisation-R
๐ฆ Short code example of ggplot2 visualisation of raster data for multiple maps into one plot
po1line/Van-Krevelen-diagrams-visual-R
๐งช Here is the plot for a nice visualisation of Van Krevelen diagrams to visualise mass spectrometry analysis data of natural organic matter
po1line/Land-cover-change-analysis
Land cover raster data analysis tutorial
po1line/NDVI_time-series_GEE
๐พ Daily MODIS data processing across large territories using GEE Python API
po1line/soil-pharmaceuticals-exp-EDA
Data and code for experiment results analysis and visualisation (PET for students)
po1line/Awesome-Geospatial
Long list of geospatial tools and resources
po1line/Awesome-Geospatial-ML-Toolkit
Awesome Environmental Geospatial is a curated collection of cutting-edge tools, resources, and projects that harness the power of geospatial technologies to address pressing environmental challenges.
po1line/awesome-spectral-indices
A ready-to-use curated list of Spectral Indices for Remote Sensing applications.
po1line/BirdNET-Analyzer
BirdNET analyzer for scientific audio data processing.
po1line/Change-Detection-Review
A review of change detection methods, including codes and open data sets for deep learning. From paper: change detection based on artificial intelligence: state-of-the-art and challenges.
po1line/Forest_inventory_plots_treating
๐ฒForest inventory plots treating: data filtering for representative label data selection
po1line/pyModis_example_by_Luca_Delucchi
python library to work with MODIS data
po1line/techniques
Techniques for deep learning with satellite & aerial imagery
po1line/Vegetation-restoration-dynamics
๐ฑ Using remote sensing data for catching the dynamics of vegetation restoration on the example of degraded boreal landscapes
po1line/Core-Model-v6
LANDIS-II Model
po1line/invest
InVEST: models that map and value the goods and services from nature that sustain and fulfill human life.
po1line/LT-GEE
Google Earth Engine implementation of the LandTrendr spectral-temporal segmentation algorithm. For documentation see:
po1line/MLForestMapping
Forest Classification with Machine Learning and Remote Sensing
po1line/neuralhydrology
Python library to train neural networks with a strong focus on hydrological applications.