felixriese / hyperspectral-soilmoisture-dataset
Hyperspectral and soil-moisture data from a field campaign based on a soil sample. Karlsruhe (Germany), 2017.
☆46Updated 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
- Code examples for the book chapter "Supervised, Semi-Supervised and Unsupervised Learning for Hyperspectral Regression".☆27Updated last year
- Land Cover Change Detection using Satellite Image Segmentation.☆49Updated 2 months ago
- Winter Wheat Yield Estimation from Multi-temporal Remote Sensing Images Based on Convolutional Neural Networks☆16Updated 5 years ago
- Hyperspectral image processing library☆61Updated this week
- 1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data☆59Updated 2 years ago
- ThomasWangWeiHong / Water-Body-Extraction-from-Very-High-Spatial-Resolution-Remote-Sensing-Data-Based-on-FCNsPython implementation of Convolutional Neural Network (CNN) proposed in academia☆24Updated 5 years ago
- Crop yield prediction on remote sensing data using CNN☆25Updated 5 years ago
- Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.☆64Updated 6 years ago
- Extension of ConvLSTM and Time-LSTM for irregularly spaced images, appropriate for Remote Sensing☆20Updated 4 years ago
- Phenological analysis of Remote Sensing data with Python☆28Updated last year
- A CNN is trained to perform the estimation of the NDVI, using coupled Sentinel-1 and Sentinel-2 time-series.☆36Updated 6 years ago
- Detecting Burned Areas with Sentinel-2 remote sensing data using Deep Learning☆16Updated 3 years ago
- Crop classification of fields in South Africa using multispectral imagery☆18Updated 2 years ago
- Remote sensing and spatial analysis tools for Google Earth Engine☆26Updated 2 years ago
- Sentinel-2 Crop Trait Retrieval Using Physiological and Phenological Priors from Field Phenotyping (Graf et al., 2023, RSE)☆23Updated last year
- Hyperspectral image generator with augmentation for Keras☆42Updated 7 months ago
- Object-based Image Analysis (OBIA)☆23Updated 2 years ago
- Estimate vegetation height from satellite images using deep learning.☆21Updated 2 years ago
- A CNN-RNN based model that identifies correlations between optical and SAR data and exports dense Normalized Difference Vegetation Index …☆43Updated 8 months ago
- Tensorfolw code for" Reconstructing Geostationary Satellite Land Surface Temperature Imagery Based on Multiscale Feature Connected Convol…☆13Updated 4 years ago
- classification of remote sensing images using Convolutional Neural Networks (CNN)☆17Updated 4 years ago
- Forest fire prediction powered by analytics☆15Updated 2 years ago
- Object-based land cover classification with Support Vector Machine for Google Earth Engine☆33Updated 6 years ago
- ☆55Updated 5 years ago
- Machine learning for satellite image time series☆27Updated 5 years ago
- We aim to build an ML model that will predict the yield of a crop using time series analysis of remote sensing data.☆41Updated 2 years ago
- Python interface to the ProSAIL leaf/canopy reflectance model☆25Updated last year
- Official implementation of "An interpretation pipeline towards understanding multi-temporal deep learning approaches for crop mapping".☆19Updated 3 years ago
- Python implementation of STARFM(SPATIAL AND TEMPORAL ADAPTIVE REFLECTANCE FUSION MODEL) algorithm☆27Updated 4 years ago
- Presents an optimised Sentinel-1-based Soil Moisture estimation workflow on tilted topography with permanent vegetation cover☆11Updated 2 years ago