Spectroscopy, imaging and machine learning for crop stress
Author: Shizhuang Weng
Publisher: Frontiers Media SA
Published: 2023-08-21
Total Pages: 176
ISBN-13: 2832532209
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Author: Shizhuang Weng
Publisher: Frontiers Media SA
Published: 2023-08-21
Total Pages: 176
ISBN-13: 2832532209
DOWNLOAD EBOOKAuthor: Dipanwita Dutta
Publisher: Elsevier
Published: 2024-07-10
Total Pages: 317
ISBN-13: 0323956173
DOWNLOAD EBOOKVegetation Dynamics and Crop Stress: An Earth-Observation Perspective focuses on vegetation dynamics and crop stress at both the regional and country levels by using earth observation (EO) data sets. The book uniquely provides a better understanding of natural vegetation and crop failure through geo-spatial technologies. This book covers biophysical control of vegetation, deforestation, desertification, drought, and crop-water efficiency, as well as the application of satellite-derived measures from optical, thermal, and microwave domains for monitoring and modeling crop condition, agricultural drought, and crop health in contrasting monsoon/weather episodes. - Provides a quantitative analysis of vegetation and crop stress based on EO datasets - Offers descriptions of the spatially explicit vegetation and crop model development, implementation, and validation - Covers the impact of soil-water stress on crop performance and vegetation response to climate change using earth observation techniques
Author: Fulai Liu
Publisher: Academic Press
Published: 2022-06-07
Total Pages: 408
ISBN-13: 0323854508
DOWNLOAD EBOOKSustainable Crop Productivity and Quality under Climate Change: Responses of Crop Plants to Climate Change explores the physiological, biochemical, and molecular basis of the responses of major crop plants to a range of climate change scenarios. From the development of climate-resilient crop varieties which lead to enhanced crop productivity and quality to better utilization of natural resources to ensure food security through modern breeding techniques, it presents insights into improving yield while securing the environment. Understanding the impact of climate on crop quality and production is a key challenge of crop science. Predicted increases in climate variability necessitate crop varieties with intrinsic resilience to cooccurring abiotic stresses such as heat, drought, and flooding in a future climate of elevated CO2. This book presents a much-needed mechanistic understanding of the interactions between multiple stress responses of plants that is required to identify and take advantage of acclimation traits in major crop species as a prerequisite for securing robust yield and good quality. This book is an excellent reference for crop and agricultural scientists, plant scientists, and researchers working on crop plant ecophysiology/stress physiology and future crop production. - Includes breeding strategies for developing climate-resilient crop varieties - Presents a comprehensive overview of the current challenges, approaches, and best practices - Authored by frontline researchers and experts who work at the fields of climate change impacts on crop productivity
Author: Susanna Von Caemmerer
Publisher: CSIRO PUBLISHING
Published: 2000
Total Pages: 186
ISBN-13: 9780643063792
DOWNLOAD EBOOKIncreasing concerns of global climatic change have stimulated research in all aspects of carbon exchange. This has restored interest in leaf-photosynthetic models to predict and assess changes in photosynthetic CO2 assimilation in different environments. This is a comprehensive presentation of the most widely used models of steady-state photosynthesis by an author who is a world authority. Treatments of C3, C4 and intermediate pathways of photosynthesis in relation to environment have been updated to include work on antisense transgenic plants. It will be a standard reference for the formal analysis of photosynthetic metabolism in vivo by advanced students and researchers.
Author: Prasad S. Thenkabail
Publisher: CRC Press
Published: 2024-11-29
Total Pages: 837
ISBN-13: 1040194303
DOWNLOAD EBOOKVolume III of the Six Volume Remote Sensing Handbook, Second Edition, is focused on agriculture; food security; vegetation; phenology; rangelands; soils; and global biomass modeling, mapping, and monitoring using multi-sensor remote sensing. It discusses the application of remote sensing in agriculture systems analysis, phenology, cropland mapping and modeling, terrestrial vegetation studies, physically based models, food and water security, precision farming, crop residues, global view of rangelands, and soils. This thoroughly revised and updated volume draws on the expertise of a diverse array of leading international authorities in remote sensing and provides an essential resource for researchers at all levels interested in using remote sensing. It integrates discussions of remote sensing principles, data, methods, development, applications, and scientific and social context. FEATURES Provides the most up-to-date comprehensive coverage of remote sensing science in agriculture, vegetation, and soil studies. Discusses and analyzes data from old and new generations of satellites and sensors spread across 60 years. Provides comprehensive assessment of modeling, mapping, and monitoring agricultural crops, vegetation, and soils from wide array of sensors, methods, and techniques. Includes numerous case studies on advances and applications at local, regional, and global scales. Introduces advanced methods in remote sensing such as machine learning, cloud computing, and AI. Highlights scientific achievements over the last decade and provides guidance for future developments. This volume is an excellent resource for the entire remote sensing and GIS community. Academics, researchers, undergraduate and graduate students, as well as practitioners, decision makers, and policymakers, will benefit from the expertise of the professionals featured in this book, and their extensive knowledge of new and emerging trends.
Author: Michele Pisante
Publisher: Frontiers Media SA
Published: 2022-07-28
Total Pages: 309
ISBN-13: 2889766403
DOWNLOAD EBOOKAuthor: Yuliang Yun
Publisher: Springer Nature
Published:
Total Pages: 181
ISBN-13: 9819764416
DOWNLOAD EBOOKAuthor: Wanneng Yang
Publisher: Frontiers Media SA
Published: 2023-06-06
Total Pages: 266
ISBN-13: 2832520960
DOWNLOAD EBOOKAuthor: Ning Yang
Publisher: Frontiers Media SA
Published: 2023-11-06
Total Pages: 264
ISBN-13: 2832529801
DOWNLOAD EBOOKAuthor: Nam-Hai Chua
Publisher: Frontiers Media SA
Published: 2023-03-02
Total Pages: 160
ISBN-13: 2832516262
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