era5-land

Google Earth Engine tool to generate multi-modal and multi-temporal datasets, including spatially and temporally aligned Sentinel-1 SAR data, Sentinel-2 multispectral data, weather and DEM-based data. A supplementary material for Paluba et al. 2024: "Identification of Optimal Sentinel-1 SAR Polarimetric Parameters for Forest Monitoring in Czechia

Real-time flood risk prediction and early warning system powered by AI and European satellite data.

A python library designed for downloading and managing hydro-meteorological data sourced from satellites and global models.

The repository contains MATLAB and Python-based code for rainfall erosivity estimation and assessment of multiple datasets, and merging them into a single dataset.

Identifying African agricultural drought triggers using the Standardized Soil Moisture Index (SSI) for early-warning parametric insurance.

Python Jupyter notebooks for exploratory reading and visualization (RV) of various geospatial data products and file formats

Flood-retention investment MVP that ranks where extra capacity can reduce downstream risk first.

Machine learning-based wheat yield estimation in Ukraine using MODIS and ERA5 Land data, with a comparative analysis of six regression models

EO-based cropland vegetation and soil proxy analysis using Sentinel-2 indices and ERA5-Land climate data for Brandenburg, Germany.

Catalog-independent Wflow SBM hydrological model for the Upper Niger Basin. Complete ETL pipeline from raw ERA5/SRTM to runnable Julia simulation. Includes documented error resolutions and reusable patterns for building Wflow-sbm model.

A statistical downscaling pipeline using machine learning (XGBoost, Random Forest) to predict fine-grained Land Surface Temperature (LST) on 10-meter grids. Integrates Landsat 8/9, Sentinel-2 imagery, OpenStreetMap features, and ERA5-Land climate data across Vienna, Barcelona, and Hong Kong to map urban heat islands.

This repository contains my projects, research, and analyses related to Meteorology during my university studies and personal learning journey.

This repository contains all the data and scripts to explore the greenness response of the vegetation from the Forest Floristic Inventory of Santa Catarina to seasonal variations in rainfall and temperature.

Web-based drought monitoring and SPI drought analysis platform by AgriMetSoft.

Code Supplement: Driver Analysis of Subarctic Wildfire Severity over a 35-year Period

Utilities for downloading and processing ERA5-Land reanalysis data from the Copernicus Climate Data Store.

Herramienta de Hydro-Intelligence para balances hídricos globales. Usa Google Earth Engine (GEE) y Python para procesar series CHIRPS (0.05°) y ERA5-Land. Implementa un buffer de 5.5 km de diámetro para coincidir con la resolución nativa del píxel (Escala 1:1), garantizando precisión en el cálculo de P, ETP.

Climate, hazard and accidentology visualisation project for the Mont Blanc massif, combining ERA5 temperature analysis, geospatial processing and Quarto web design.

Global Volumetric Soil Moisture Analysis

ArcGIS Pro Python toolbox for processing ERA5-Land daily NetCDF data into climate indicators and regional time series