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Carbon Fluxes and Biophysical Variables from Earth Observation: Methods for Ecosystem Assessment: Earth Observation

Editat de Manuel Campos-Taberner, Beatriz Martínez, Sergio Sánchez-Ruiz
en Limba Engleză Paperback – mai 2025
Carbon Fluxes and Biophysical Variables from Earth Observation: Methods for Ecosystem Assessment transforms the way remote sensing data can be used to approach monitoring of carbon fluxes (CF) and biophysical variables (BV) in ecosystem and global vegetation monitoring. In a field where these two subjects have traditionally been treated as distinct entities, this book offers an integrated exploration of CF and BV retrieval through remote sensing. It not only delves into a wide array of approaches and methodologies but also assists readers in selecting the most suitable models based on available inputs and spatiotemporal scales. Carbon Fluxes and Biophysical Variables from Earth Observation is a useful resource for Earth Observation specialists, particularly in Remote Sensing, machine learning, ecology, and plant physiology, to enhance and adapt their approaches and methodologies.

  • Provides multidisciplinary approaches to the use of remote sensing for monitoring carbon fluxes and biophysical variables
  • Enables deeper understanding and monitoring of ecosystems and dynamics from Earth observation technologies
  • Includes in-situ, local scale, and global methods to provide readers with techniques and applications for a wide spectrum of needs
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Specificații

ISBN-13: 9780443299919
ISBN-10: 0443299919
Pagini: 330
Dimensiuni: 152 x 229 mm
Editura: ELSEVIER SCIENCE
Seria Earth Observation


Cuprins

1. Introduction

PART 1: Vegetation status and retrieval of vegetation biophysical variables through EO
2. A review of methods, approaches and techniques in LAI/FPAR(FVC/CHLa
3. Machine learning and cloud computing for trait parameter estimation
4. Agricultural crop monitoring with C-band polarimetric SAR features derived from the linear basis and compact polarimetry
5. Biophysical variables estimation with Hyperspectral data and applications
6. Toward standardized validation of satellite-based biophysical variables: current status and needs
7. Biophysical variables from LiDAR data

PART 2: Estimating Carbon and water fluxes for ecosystem assessment
8. Emerging needs for Carbon fluxes assessment
9. A review of methods, approaches and techniques in water fluxes
10. 20 year of GPP estimates from EUMETSAT geostationary satellites
11. Long-term study of water and carbon fluxes in a Mediterranean pine forest through the use of multiple remotely sensed datasets and bio-geochemical modelling
???????12. Linking biophysical variables and carbon fluxes in Earth Observation data assimilation