Essays about: "Nicklas Simonsen"

Found 2 essays containing the words Nicklas Simonsen.

1. 1. Development of a deep learning method for soil moisture estimation at high spatial and temporal resolution using satellite data

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Nicklas Simonsen; [2021]
   Keywords : Physical Geography and Ecosystem Analysis; Machine Learning; Deep Learning; Recurrent Neural Network; LSTM; Soil Moisture; Remote Sensing; SAR; Sentinel-1; Sentinel-2; ISMN; ICOS: Geomatics; Earth and Environmental Sciences;

   Abstract : Soil moisture (SM) is an essential climate variable that controls fundamental hydrological and climatic processes. Soil moisture products derived from microwave remote sensing often provide measurements at low spatial resolution and incomplete temporal records. READ MORE

3. 2. Modelling the effects of land cover and climate change on watershed hydrology in south-western Ethiopia

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Nicklas Simonsen; [2019]
   Keywords : Hydrological model; Soil Water Assessment Tool; SWAT; Land use Land cover; LULC; climate change; erosion; Ethiopian highlands; Earth and Environmental Sciences;

   Abstract : Degradation of the hydrological regime is a pressing issue in the Ethiopian Highlands. It is one of the most rapidly degrading landscapes due to its topography and large amounts of annual precipitation. This problem has been exacerbated through anthropogenic influence from land use/land cover (LULC) and climate change. READ MORE