Data Management Support
SLU Data Management Support (DMS) assists SLU employees with data management - from planning, including data management plans, to publishing, long-term preservation, archiving and the reuse of research and environmental assessment data.
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Thursday, 23 May
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Recently published SLU data
SLU data in SND's research data catalogue, curated by DMS. All SLU data in SND's research data catalogue
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Automatic Detection of Ditches and Natural Streams from Digital...
This data contains the digital elevation models and polyline shapefiles with the location of channels from the 12 study areas used in this study. It also has the code to generate the datasets used to train the deep learning models to detect channels, ditches, and streams, and calculate the topographic indices. The code to train the models is also included, along with the models with the highest performance in 0.5 m resolution. The channels were mapped differently based on their type: ditches...
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Detection of hunting pits using airborne laser scanning and deep learning
This is training and testing data for the detection of hunting pits in airborne laser data. The data is split into three parts. 1: Data for transfer learning with radar imagery and impact craters on the moon. 2. Data for training and testing of the machine learning model. 3: Data from a separate demonstration area used to evaluate the model. The lunar data (1) were used to pre-train a machine learning model before training on the real data of hunting pits from earth (2). The demonstration...