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Towards Tree-level Evapotranspiration Estimation with Small UAVs in Precision Agriculture

Estimating evapotranspiration (ET) has been one of the most critical research areas in agriculture because of water scarcity, the growing population, and climate change. The accurate estimation and mapping of ET are necessary for crop water management. Traditionally, researchers use water balance, s...

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Bibliographic Details
Main Authors: Niu, Haoyu, Chen, YangQuan (Author)
Format: eBook
Language:English
Published: Cham Springer International Publishing 2022, 2022
Edition:1st ed. 2022
Subjects:
Mechanics, Applied
Botany
Engineering Mechanics
Civil Engineering
Soil And Water Protection
Environmental Protection
Agriculture
Plant Science
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Chapter 1: Introduction
  • Chapter 2: ET Estimation Methods with UAVs: A Comprehensive Review
  • Chapter 3: Existing ET Estimation Methods with UAVs: Results and Discussions
  • Chapter 4: Estimating Actual Crop Evapotranspiration Using Deep Stochastic Configuration Networks Model and UAV-based Crop Coefficients in A Pomegranate Orchard
  • Chapter 5: Reliable Tree-level Evapotranspiration Estimation of Pomegranate Trees Using Lysimeter and UAV Multispectral Imagery
  • Chapter 6: Tree-level Water Status Inference Using UAV Thermal Imagery and Machine Learning
  • Chapter 7: Conclusion and Future Research

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