environmental-modelling

BMI JavaScript Implementation

R implementation of the "similarity" (k-NN) method for harmonizing soil particle-size distributions between classification systems. Based on Nemes et al. (1999) and related studies, supports transformation from various national particle-size classification systems, enabling accurate clay–silt–sand fraction estimation for environmental modeling.

Biofilm-Grazer Model is an agent based model I developed as part of my masters thesis in the marine biology MSc, at University of Bremen, Germany under the suoervision of Dr. Arjun Chennu, the head of Data Science &Technology working group at ZMT. The model predicts how nutrient(phosphorus), light and grazers affects the spatio-temporal developm…

Combine computational models together

A series of 3 personal handbooks intended for undergrad university students interested in Environmental Data Sciences and Machine Learning

Process-based lake eutrophication and dissolved oxygen model in Python

Efficiency frontier for environmental modelling based on markowitz and temporal maximum values.

Calculate and plot shadow flicker for wind turbines according to the German protocol for assessment of affections caused on sensible receptors.

Simulation of war between insects

An open-source tool to facilitate environmental assesments for LCA practitioners. It consists in a Python code based on #brightway and an excel spreadsheet file that helps to calculate life-cycle impact assesment scores of anthropogenic systems.

A systematic conservation planning tool for simulating invasive species management

Scripts for wetland mapping and classification across the Great Lakes–St. Lawrence River Basin (GLSLRB) using remote sensing, geomorphometry, and machine learning. Developed as part of my thesis work to support large-scale environmental analysis and ecosystem monitoring.

Monte Carlo uncertainty and sensitivity analysis of Global Warming Intensity and GHG mitigation potential for chemical vs. enzymatic hydrolysis bioenergy pathways, with statistical technology comparison and Random Forest surrogate modeling. Research project in preparation for publication.

Independent research on a physics-aware surrogate for AERMOD-type hourly atmospheric dispersion fields.

A python package to model Circular Economy policy and technological interventions in Environmentally Extended Input-Output Analysis starting from mrSUTs (EXIOBASE V3.3)

Test before making the Full Multi River available

Mathematical modeling project to reduce the pollution level to 5% of the current level in 10 years or less of Great Lake System

Drimera is a CFD-FDM model for atmosphere modeling

Multiple Linear Regression Analysis on Free Market and Environmental Performance indexes