Carlos Alberto Silva

rGEDI. rGEDI: An R Package for NASA's Global Ecosystem Dynamics Investigation (GEDI) Data Visualization and Processing.

weblidar-treetop. R

ForestGapR. ForestGapR: An R Package for Airborne Laser Scanning-derived Tropical Forest Gaps Analysis

satellite-image-deep-learning. Resources for deep learning with satellite & aerial imagery

rTLsDeep. R

ICESat2VegR. rICESat2VegR: An R Package for NASA's Ice, Cloud, and Elevation Satellite (ICESat-2) Data Processing and Visualization for Terrestrial Applications

rLiDAR. rLiDAR — LiDAR Data Processing and Visualization

rForest. Forest Inventory and Analysis

uavRst. UAV related Remote Sensing Toolbox

rLVIS. rLVIS: An R Package for Reading, Processing and Visualizing Land, Vegetation, and Ice Sensor (LVIS) Level1b and Level2 data

LiVoxGen. A C++ Program to Voxelize LiDAR Data

qsm-fanni-matlab. Quantitative structure models - Foliage and needles naive insertion algorithm MATLAB implementation.

adtree. Accurate, Detailed, and Automatic Modelling of Laser-Scanned Trees

forestr. forestr R package

NEON-Data-Skills. Self-paced tutorials that review key data literacy concepts and data analysis skills. Published materials can be found at:

statsandr. A blog about statistics and its applications in R

longleafGY. R

qsm-blender-addons. Addons for visualizing QSMs with Blender.

leaf_wood_clf. Python

helios. HELIOS - the Heidelberg LiDAR Operations Simulator - is a software package for interactive real-time simulation and visualisation of terrestrial, mobile and airborne laser scan surveys written in Java.

SIF_tools. some tools for accessing OCO-2 data

DABEST-python. Data Analysis with Bootstrapped ESTimation

Before_course_materials.

intro_ICESat2. Introductory talks on ICESat-2 from the project, land-ice, and sea-ice teams

Fluxcourse-Book. Bookdown code for the fluxcourse book

PAI. R adaption of Detto et al 2015 method to extract Plant Area Index for LiDAR

icepyx. Python tools for obtaining and working with ICESat-2 data

2020_ICESat-2_Hackweek_Tutorials. Combined repository for the final tutorial material presented at the 2020 ICESat-2 Cryosphere-themed Hackweek presented virtually by the University of Washington.

pyRANSAC-3D. A python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm

Lecture_materials.

EF_Activities. Hands-on activities associated with the Ecological Forecasting book and graduate class

gee_brazil_sv. Code repository for the paper: Silva Junior et al. Benchmark maps of 33 years of secondary forest age for Brazil. Scientific Data (2020). https://doi.org/10.1038/s41597-020-00600-4

ICESat2_hackweek_tutorials. Combined repository for final tutorial material from 2019 ICESat-2 HackWeek at the Univeristy of Washington

FluxCourse. Python Code for Fluxcourse

PhoREAL. Tools and code for Icesat-2 data analysis

animated-wildfire-progression-maps. HTML

DGVM3D. This is a simple visualization tool for simulated vegetation structure/succession in space and/or time of forest gap models (e.g. LPJ-GUESS).

UAVSAR-Radiometric-Calibration. Perform radiometric calibration of airborne radar (Simard et al. 2016, IEEE Transactions on Geoscience and Remote Sensing ( Volume: 54, Issue: 8)

slashGY. R

fates. repository for the Functionally Assembled Terrestrial Ecosystem Simulator (FATES)

Ground-Extraction-From-Point-Cloud. This is a software for finely removing non-ground points from point clouds.

Land_Ice_Applications. Demstrations of ICESat-2 land ice products, from photons clouds to elevation differences

TLS_Leaf_Angle. Plot-level leaf angle estimates using a terrestrial laser scanner

Soundscapes2Landscapes. Code for the NASA Soundscapes to Landscapes project with Matt Clark

topohack. Taking ICESat-2 to the mountains: a workflow using satellite laser altimetry to resolve topography over complex terrain

ED2. Ecosystem Demography Model

sif-downscaling-essd. Code associated with the paper on downscaling sun-induced fluorescence (SIF) data by G. Duveiller et al in ESSD (https://doi.org/10.5194/essd-2019-121)

ForestMetrics. Individual tree segmentation from LiDAR-derived point clouds

3PGN. 3PGN model in fortran called from R

rFDS. rFDS: An R Package for Fire Dynamics Simulation from LiDAR Data

Cell2Fire2. A modified version of the Cell2Fire fire growth engine that more accurately simulates large fires