felixriese / hyperspectral-soilmoisture-dataset
Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.
☆47Updated 3 years ago
Alternatives and similar repositories for hyperspectral-soilmoisture-dataset:
Users that are interested in hyperspectral-soilmoisture-dataset are comparing it to the libraries listed below
- Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.☆64Updated 6 years ago
- Winter Wheat Yield Estimation from Multi-temporal Remote Sensing Images Based on Convolutional Neural Networks☆17Updated 5 years ago
- Land surface classification using remote sensing data with unsupervised machine learning (k-means).☆33Updated 5 years ago
- A CNN is trained to perform the estimation of the NDVI, using coupled Sentinel-1 and Sentinel-2 time-series.☆36Updated 7 years ago
- Land Cover Change Detection using Satellite Image Segmentation.☆50Updated 4 months ago
- Estimate vegetation height from satellite images using deep learning.☆21Updated 2 years ago
- ☆35Updated 2 years ago
- 1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data☆60Updated 2 years ago
- Crop yield prediction on remote sensing data using CNN☆25Updated 6 years ago
- Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".☆27Updated last year
- Repository of the code used the publication titled: "Exploring the impact of noise on hybrid inversion of PROSAIL RTM on Sentinel-2 data☆13Updated 4 years ago
- ☆57Updated 6 years ago
- Hyperspectral image processing library☆67Updated 2 weeks ago
- Machine learning for satellite image time series☆27Updated 5 years ago
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆19Updated 4 years ago
- codes for RS paper: Rice-Yield Prediction with Multi-Temporal Sentinel-2 Data and 3D CNN: A Case Study in Nepal☆28Updated last year
- cuSTSG is a GPU-enabled spatial-temporal Savitzky-Golay (STSG) program based on the Compute Unified Device Architecture (CUDA). Firstly, …☆14Updated 2 years ago
- Object-based land cover classification with Support Vector Machine for Google Earth Engine☆33Updated 6 years ago
- Code for the paper Multi Modal Deep Learning Based Crop Classification Using Multispectral and Multitemporal Satellite Imagery published …☆28Updated 4 years ago
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆20Updated 4 years ago
- LANDSAT Time Series Analysis for Multi-temporal Land Cover Classification using Machine Learning techniques in Python and GUI development…☆59Updated 3 years ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆43Updated 10 months ago
- Crop classification of fields in South Africa using multispectral imagery☆17Updated 2 years ago
- Object-based Image Analysis (OBIA)☆24Updated 2 years ago
- Remote sensing and spatial analysis tools for Google Earth Engine☆26Updated 2 years ago
- Analysis of Sentinel-2 satellite images using Google Earth Engine☆26Updated last month
- Hyperspectral image generator with augmentation for Keras☆42Updated 9 months ago
- Presents an optimised Sentinel-1-based Soil Moisture estimation workflow on tilted topography with permanent vegetation cover☆13Updated 2 years ago
- This repository contains my code for the "Crop Yield Prediction Using Deep Neural Networks" paper.☆47Updated 2 years ago
- Python interface to the ProSAIL leaf/canopy reflectance model☆25Updated 2 years ago