Ingmar Nitze's repositories
noaaplotter
python module to make fancy plots for weather data provided by NOAA
GEE_HotSpot
Google Earthengine HotSpot Regions of Permafrost Change Production and Visualization
GEE_visualizations
Visualization script based on Google Earthengine and other tools
awesome-earth-engine-apps
A collection of all public Google Earth Engine Apps.
DL_RTS_Paper
Code and Data for Paper: Nitze et al., (2021): Developing and Testing a Deep Learning Approach for Mapping Retrogressive Thaw Slumps.
landsattrend_preprocessing
preprocessing script for landsattrend lake analyzer
noaaplotter_streamlit
streamlit app utilizing the noaaplotter package
NW_Alaska_Drainage_Paper
Code and Output of NW Alaska Drainge Paper (I.Nitze et al.)
ML_training_labels
repository for created/collected training labels for machine and deep-learning
yolov8_object_detection
repo for soem experimental object detection tasks from aerial imagery
carbon_stocks_viz
Visualization of global/permafrost soil carbon stocks
cubo
Easily create EO mini cubes from STAC in Python
data_cleaning
repository to filter data for cleanup
Deep-Learning-Training-GUI
Train and predict your model on pre-trained deep learning models through the GUI (web app). No more many parameters, no more data preprocessing.
ee-rgb-timeseries
Earth Engine JS module to color time series chart points as stretched 3-band RGB.
humviewer_kml2depth
Python script to extract depth information from humviewer-exported kml files
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
RSPermafrost2024
Code repo for RS_Permafrost course @ Uni Potsdam
RTS_digitization_experiment
Data analysis for RTS digitization experiment
scalable-computing-course
Materials and lessons for python-based data science short courses on scalable computing
simplify_environment_yml
Script (collection) to simplify conda environment yml
ultralytics
YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite