Mapping the extent of land use and land cover categories over time is essential for better environmental monitoring, urban planning and nature protection. Train and fine-tune a deep learning model to classify satellite images into 10 LULC categories.
☆30Jun 19, 2026Updated 2 months ago
Alternatives and similar repositories for lulc-classification
Users that are interested in lulc-classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Explore how Natural Language Processing (NLP) can be used to assist in identifying and mapping climate-relevant literature using a superv…☆51Jul 21, 2026Updated last month
- A comparison of global 10m land use land cover datasets☆16Sep 1, 2022Updated 4 years ago
- Apply reinforcement learning to a building emulator to intelligently control HVAC systems.☆14Jun 13, 2024Updated 2 years ago
- AC Optimal Power Flow (OPF) attempts to determine the setpoints of generators that would minimize the operating cost of a power system wh…☆18Aug 26, 2026Updated last week
- Codebase for land cover classification with U-Net☆25Dec 20, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- DeepWater: deep-learning for water quality☆15Aug 31, 2023Updated 3 years ago
- A repository containing data for the paper" Urbanization-led land cover change impacts terrestrial carbon storage capacity: A high-resolu…☆21Nov 14, 2024Updated last year
- Gaussian Process-based Adaptive Informative Path Planning with Multimodal Sensing☆14Aug 8, 2024Updated 2 years ago
- Water level prediction for a reservoir comparing uni- and multivariate models (ARIMA, Prophet, CatBoost Trees and LSTM) and assessing imp…☆12Apr 15, 2021Updated 5 years ago
- ☆14Jun 19, 2021Updated 5 years ago
- ☆13Jul 17, 2023Updated 3 years ago
- Source code for the paper, "Water Body Extraction from Sentinel-2 Imagery with Deep Convolutional Networks and Pixelwise Category Transpl…☆19Mar 9, 2023Updated 3 years ago
- Gaussian processes in TensorFlow with modifications to allow inter-domain inducing variables☆13Aug 11, 2017Updated 9 years ago
- Water flow forecasting in a hydroelectric power plant using PyTorch☆17Aug 1, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Deep Learning for Cloud Detection in Landsat-8 Data☆11Jan 31, 2018Updated 8 years ago
- Public-facing repo for organising activities+ archiving material relating to the Graph Neural Network reading group.☆12Oct 8, 2024Updated last year
- My project structure and management when working on scientific papers. To spend my time more efficiently.☆14Jun 11, 2015Updated 11 years ago
- This was my final year project. It was a group project, with a total of three members. Here we implemented four sensors to detect the wat…☆10Feb 10, 2022Updated 4 years ago
- Bayesian Committee Machines in Python with GPy and multiprocessing☆20Feb 16, 2019Updated 7 years ago
- Using CNN-LSTM deep learning model for digital soil mapping. This is the code for paper "Zhang et al. A CNN-LSTM model for soil organic c…☆12Jul 26, 2022Updated 4 years ago
- ☆12Oct 22, 2021Updated 4 years ago
- Implementation of Stochastic Gaussian Process Motion Planning algorithm, IROS 2022.☆19Oct 30, 2023Updated 2 years ago
- ☆12Sep 28, 2020Updated 5 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Correlation between Vegetation Health Index- VHI values and number of individuals registered due to Conflict/Insecurity/Flood/Drought☆12Aug 29, 2022Updated 4 years ago
- Materials to reproduce the paper "Spatiotemporal patterns of urbanization in three Swiss urban agglomerations: insights from landscape me…☆13Oct 23, 2020Updated 5 years ago
- This repository contains the script for automated download, installation and set-up of Python and GDAL.☆15Feb 27, 2022Updated 4 years ago
- Worldwide AI Ethics (WAIE) is a systematic literature review done by AIRES researchers at PUCRS.☆17Nov 30, 2025Updated 9 months ago
- Jupyter Notebook for SAR flood analysis using Google Earth Engine Python API. 2022 Pakistan floods used as an example.☆11Jan 1, 2024Updated 2 years ago
- Tools for Automatic Preprocessing of SAR Imagery☆55Oct 3, 2018Updated 7 years ago
- Global land-use and land-cover (LULC) data under historical, current, and future climatic conditions.☆10Jun 21, 2023Updated 3 years ago
- A Google Earth Engine App for delineating water bodies from 1984-present☆11Sep 21, 2022Updated 3 years ago
- Setup CodeSpace with RStudio support☆18Feb 19, 2024Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- Explore a space and find a path around obstacles using a rapidly-exploring random tree (RRT)☆15Feb 19, 2021Updated 5 years ago
- This repository will guide you how to use machine learning algorithms for land use land cover classification using Sentinel-2 data.☆11Jan 11, 2024Updated 2 years ago
- QGIS Plugin for exploring the spectral signatures of ROIs☆11Oct 7, 2015Updated 10 years ago
- Dataset download instructions.☆40May 1, 2024Updated 2 years ago
- Long-distance maritime polar route planning, taking into account complex changing environmental conditions.☆24Aug 26, 2026Updated last week
- ANN to SNN conversion on land cover and land use classification problem for increased energy efficiency.☆14Feb 8, 2022Updated 4 years ago
- In this repo, you will learn how to create stunning 3D maps of river basins using rayshader in R☆17Nov 25, 2023Updated 2 years ago