Essays about: "utility of forest"

Showing result 6 - 10 of 30 essays containing the words utility of forest.

  1. 6. Analysis of the water quality dynamics of Lake Vomb; Interactions between water quality profile and cyanobacterial bloom in a eutrophic lake in Sweden

    University essay from Lunds universitet/Avdelningen för Teknisk vattenresurslära

    Author : Wiebke Coenen; [2022]
    Keywords : Vombsj¨on; Lake profile; Cyanobacteria; Drinking water; Random Forest; Technology and Engineering;

    Abstract : Lake Vomb, located in Sk˚ane, Sweden, provides water for groundwater infiltration, used for the drinking water supply of several municipalities, including Malm¨o. The lake is in a bad ecological condition with intense algae blooms during summer. Cyanobacteria dominate mentioned blooms in 2021 posing the threat of releasing cyanotoxins. READ MORE

  3. 7. Applying machine learning approaches to model travel choice between micro-mobility services

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Qilin Ren; [2021]
    Keywords : Geography; Shared micro-mobility; machine learning; travel mode choices; transportation; Geomatics; Earth and Environmental Sciences;

    Abstract : Shared micro-mobility gradually becomes a crucial part of human daily transportation. To develop the shared micro-mobility, discovering the important influence factors of each travel mode is a key aspect. READ MORE

  4. 8. Evaluation of hyperparameter optimization methods for Random Forest classifiers

    University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Author : Rasmus Nygren; Aleks Petkov; [2021]
    Keywords : ;

    Abstract : In order to create a machine learning model, one is often tasked with selecting certain hyperparameters which configure the behavior of the model. The performance of the model can vary greatly depending on how these hyperparameters are selected, thus making it relevant to investigate the effects of hyperparameter optimization on the classification accuracy of a machine learning model. READ MORE

  5. 9. Cropland and tree cover mapping using Sentinel-2 data in an agroforestry landscape, Burkina Faso

    University essay from Göteborgs universitet/Institutionen för geovetenskaper

    Author : Ntandokazi Masimula; [2020-06-29]
    Keywords : Sentinel-2; Cropland mask; Tree cover estimation; Burkina Faso; Agroforestry; Random Forest;

    Abstract : Sentinel-2, with high spatial resolution bands and increased number of spectral channels, has provided increased capabilities for vegetation mapping. Cropland masks within heterogeneous areas such as the Sudano-Sahel zone have become useful for monitoring landscapes. READ MORE

  6. 10. Prediction of Dose Probability Distributions Using Mixture Density Networks

    University essay from KTH/Matematisk statistik

    Author : Viktor Nilsson; [2020]
    Keywords : Applied mathematics; machine learning; deep learning; mixture density network; dose planning; Tillämpad matematik; maskininlärning; djupinlärning; mixturdensitetsnätverk; dosplannerning;

    Abstract : In recent years, machine learning has become utilized in external radiation therapy treatment planning. This involves automatic generation of treatment plans based on CT-scans and other spatial information such as the location of tumors and organs. READ MORE