Deep learning for vegetation health forecasting: A case study in Kenya

Deep learning for vegetation health forecasting: A case study in Kenya

East Africa has experienced a number of devastating droughts in recent decades, including the 2010/2011 drought. The National Drought Management Authority in Kenya relies on real-time information from MODIS satellites to monitor and respond to emerging drought conditions in the arid and semi-arid la...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριοι συγγραφείς:	Lees, T, Tseng, G, Atzberger, C, Reece, S, Dadson, S
Μορφή:	Journal article
Γλώσσα:	English
Έκδοση:	MDPI 2022

Παρόμοια τεκμήρια

Deep Learning for Vegetation Health Forecasting: A Case Study in Kenya
ανά: Thomas Lees, κ.ά.
Έκδοση: (2022-02-01)

Satellite-based drought monitoring in Kenya in an operational setting
ανά: A. Klisch, κ.ά.
Έκδοση: (2015-04-01)

Forecasting vegetation dynamics in an open ecosystem by integrating deep learning and environmental variables
ανά: Yue Ma, κ.ά.
Έκδοση: (2022-11-01)

Benchmarking data-driven rainfall–runoff models in Great Britain: a comparison of long short-term memory (LSTM)-based models with four lumped conceptual models
ανά: T. Lees, κ.ά.
Έκδοση: (2021-10-01)

Deep Learning Model Effectiveness in Forecasting Limited-Size Aboveground Vegetation Biomass Time Series: Kenyan Grasslands Case Study
ανά: Efrain Noa-Yarasca, κ.ά.
Έκδοση: (2024-02-01)

Benchmarking data-driven rainfall-runoff models in Great Britain: a comparison of LSTM-based models with four lumped conceptual models
ανά: Lees, T, κ.ά.
Έκδοση: (2021)

Geometric neural operators (gnps) for data-driven deep learning in non-euclidean settings
ανά: B Quackenbush, κ.ά.
Έκδοση: (2024-01-01)

Deep learning in public health: Comparative predictive models for COVID-19 case forecasting
ανά: Muhammad Usman Tariq, Muhammad Usman Tariq, κ.ά.
Έκδοση: (2024)

Temperature forecasting by deep learning methods
ανά: B. Gong, κ.ά.
Έκδοση: (2022-12-01)

Deep Learning for Short-Term Load Forecasting—Industrial Consumer Case Study
ανά: Stefan Ungureanu, κ.ά.
Έκδοση: (2021-10-01)

Deep learning for time series forecasting: The electric load case
ανά: Alberto Gasparin, κ.ά.
Έκδοση: (2022-03-01)

A Deep Learning Approach for Peak Load Forecasting: A Case Study on Panama
ανά: Bibi Ibrahim, κ.ά.
Έκδοση: (2021-05-01)

Deep learning in stock market forecasting
ανά: Wijaya, Michael
Έκδοση: (2022)

Stock Price Forecasting with Deep Learning: A Comparative Study
ανά: Tej Bahadur Shahi, κ.ά.
Έκδοση: (2020-08-01)

Deep Learning Algorithms for Forecasting COVID-19 Cases in Saudi Arabia
ανά: Afrah Al-Rashedi, κ.ά.
Έκδοση: (2023-01-01)

Wind Power Forecasting with Deep Learning Networks: Time-Series Forecasting
ανά: Wen-Hui Lin, κ.ά.
Έκδοση: (2021-11-01)

Load Forecasting with Machine Learning and Deep Learning Methods
ανά: Moisés Cordeiro-Costas, κ.ά.
Έκδοση: (2023-07-01)

Deep learning forecast of rainfall-induced shallow landslides
ανά: Alessandro C. Mondini, κ.ά.
Έκδοση: (2023-04-01)

Deep-Learning Correction Methods for Weather Research and Forecasting (WRF) Model Precipitation Forecasting: A Case Study over Zhengzhou, China
ανά: Jianbin Zhang, κ.ά.
Έκδοση: (2024-05-01)

HOUSEHOLD DEMAND SYSTEM OF AFRICAN INDIGENOUS VEGETABLES IN KENYA
ανά: Eric Obedy GIDO
Έκδοση: (2022-03-01)

Deep Learning XAI for Bus Passenger Forecasting: A Use Case in Spain
ανά: Leticia Monje, κ.ά.
Έκδοση: (2022-04-01)

Deep learning for financial time series forecasting
ανά: Xia, Yuqian
Έκδοση: (2018)

Weighted Deep Learning Approach for Better Forecasting
ανά: Seng Hansun, κ.ά.
Έκδοση: (2024-01-01)

Deep learning-based forecasting of electricity consumption
ανά: Momina Qureshi, κ.ά.
Έκδοση: (2024-03-01)

Deep Learning for Forecasting Electricity Demand in Taiwan
ανά: Cheng-Hong Yang, κ.ά.
Έκδοση: (2022-07-01)

Forecasting of Power Demands Using Deep Learning
ανά: Taehyung Kang, κ.ά.
Έκδοση: (2020-10-01)

An Interpretable Deep Learning ENSO Forecasting Model
ανά: Haoyu Wang, κ.ά.
Έκδοση: (2023-01-01)

Deep Learning-Based Extreme Heatwave Forecast
ανά: Valérian Jacques-Dumas, κ.ά.
Έκδοση: (2022-02-01)

Deep learning for twelve hour precipitation forecasts
ανά: Lasse Espeholt, κ.ά.
Έκδοση: (2022-09-01)

Forecasting of COVID-19 cases using deep learning models: Is it reliable and practically significant?
ανά: Jayanthi Devaraj, κ.ά.
Έκδοση: (2021-02-01)

Electricity Price Forecasting via Statistical and Deep Learning Approaches: The German Case
ανά: Aurora Poggi, κ.ά.
Έκδοση: (2023-04-01)

Technology Forecasting Using Deep Learning Neural Network: Taking the Case of Robotics
ανά: Meizeng Gui, κ.ά.
Έκδοση: (2021-01-01)

Global Geomagnetic Perturbation Forecasting Using Deep Learning
ανά: Vishal Upendran, κ.ά.
Έκδοση: (2022-06-01)

A new Vegetation-Plot Database for the Coastal Forests of Kenya
ανά: Maria Fungomeli, κ.ά.
Έκδοση: (2020-06-01)

SHORT TERM URBAN TRAFFIC FORECASTING USING DEEP LEARNING
ανά: G. Albertengo, κ.ά.
Έκδοση: (2018-09-01)

A Study on the Forecast of Earning Management Based on Deep Learning by Reflecting Information on Corporate Litigation Cases
ανά: Hyeon Kang, κ.ά.
Έκδοση: (2024-01-01)

Forecasting Floods Using Deep Learning Models: A Longitudinal Case Study of Chenab River, Pakistan
ανά: Khansa Aatif, κ.ά.
Έκδοση: (2024-01-01)

Deep Learning and Statistical Models for Forecasting Transportation Demand: A Case Study of Multiple Distribution Centers
ανά: Fábio Polola Mamede, κ.ά.
Έκδοση: (2023-11-01)

Daily Weather Forecasting Based on Deep Learning Model: A Case Study of Shenzhen City, China
ανά: Guici Chen, κ.ά.
Έκδοση: (2022-08-01)

Short-Term Solar Irradiance Forecasting Using Deep Learning Techniques: A Comprehensive Case Study
ανά: Salwan Tajjour, κ.ά.
Έκδοση: (2023-01-01)