Qiuli Yang's repositories
Data-Analysis
Data Science Using Python
microclimc
Below or above canopy microclimate modelling with R
pycharm-guide
PyCharm 中文指南：安装 | 破解 | 效率 | 技巧
tree_mortality
Companion code for Stovall et al. 2019
AdQSM
AdQSM is a new tree quantitative structure model (QSM) that can reconstruct the 3D branch geometry of individual tree from Terrestrial Laser Scanning (TLS) point clouds. Many attributes of the trunk or branch can also be quantitatively calculated (as shown in the table below). For example, tree volume (trunk and branch), DBH and tree height parameters can be extracted directly. It allows point clouds collected by different sensors to serve as input point clouds. In addition to TLS, UAV LiDAR, mobile LiDAR, SLAM and even photogrammetry are also included under the premise of appropriate point cloud density.
Artificial-Intelligence-Terminology-Database
A comprehensive mapping database of English to Chinese technical vocabulary in the artificial intelligence domain
Communications-Earth-Envt-2022
Code associated with manuscript entitled, Mapping tropical forest functional variation at satellite remote sensing resolutions depends on key traits.
course-gitbook
Full Stack Deep Learning Online Course
cs229-ps-2018
My solutions to the problem sets of Stanford cs229, 2018
DeepLearning
Python for《Deep Learning》，该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
detectree2
Python package for automatic tree crown delineation based on the Detectron2 implementation of Mask R-CNN
earthengine-py-notebooks
A collection of 360+ Jupyter Python notebook examples for using Google Earth Engine with interactive mapping
gedi_tutorials
GEDI L3 and L4 Tutorials
geemap
A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets
ICESat2_hackweek_tutorials
Combined repository for final tutorial material from 2019 ICESat-2 HackWeek at the Univeristy of Washington
mmdetection
OpenMMLab Detection Toolbox and Benchmark
MonteCarloTutorial
Repo to supplement my tutorial on Monte Carlo Simulations and Importance Sampling
objectdetection_script
一些关于目标检测的脚本的改进思路代码，详细请看readme.md
PhenologyChina
R codes for analyses in Hua et al. Community-wide changes in inter-taxonomic temporal co-occurrence resulting from phenological shifts. Global Change Biology, in press
pyGEDI
pyGEDI is a Python Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) mission, data extraction, analysis, processing and visualization.
rGEDI
rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
test
自己的练习代码
whitebox-tools
An advanced geospatial data analysis platform