Tree species classification using LightGBM in the context of project TreeSatAI

Data catalog for the Microsoft Planetary Computer

机器学习教程，本教程包含基于numpy、sklearn与tensorflow机器学习，也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。

This repository contains the scripts for the prediction of tree species and structural diversity of temperate forests with satellite remote sensing and deep learning. A submitted paper proposal to …

Here is the pipeline to classify forest species via high-resolution remote sensing images

Final Project for Machine Learning for Remote Sensing Class at UPenn

Forest monitoring apps and services based on remote sensing data

wanghr-git/Remote-sensing-image-classification-based-on-random-forest

Forecasting of forest drought impacts in Switzerland from satellite imagery, weather reanalysis and remote sensing data. Pixel-wise forecasts with feature engineering to provide model explainability.

Superpixel-enhanced Deep Neural Forest for Remote Sensing Image Semantic Segmentation

Detecting and Predicting Forest Cover Change in Pakistani Areas Using Remote Sensing Imagery

Remote Sensing and Machine Learning in Forestry Applications

Classifying remote sensing data with random forest

Spark ML with pyspark

Big Data weather forecasting, experimenting with logistic regression, SVM and random forest in a distributed setting by using PySpark

Machine Learning for Forest Fire Prediction using Hadoop ecosystems and Spark Tools (Pyspark)

The code for “Oriented RepPoints for Aerial Object Detection (CVPR 2022)”

The WorldStrat Dataset

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data

Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.

🌴 A dataset for estimating tropical forest biomass based on drone and field data

🌳 A curated list of ground-truth forest datasets for the machine learning and forestry community.

LLM based data scientist, AI native data application. AI-driven infinite thinking redefines BI.

A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

一个智慧农业大数据平台 · 大屏中心数据可视化 Demo。

A maptalks layer to render with three.js.

「开源可视化报表，商业BI替代方案」积木报表是一款类似excel操作风格，在线拖拽完成设计的报表工具。低代码产品的臂膀！功能涵盖: 报表设计、图形报表、打印设计、大屏设计等，完全免费！秉承“简单、易用、专业”的产品理念，极大的降低报表开发难度、缩短开发周期、解决各类报表难题。

WebGL2 powered visualization framework

A curated list of awesome big data frameworks, ressources and other awesomeness.