Agrometeorology: Principles and Applications of Climate Studies in Agriculture PDF

Harpal S. Mavi, PhD Graeme J. Tupper, MAgSc, DipEd Agrometeorology Principles and Applications of Climate Studies in Agriculture Pre-publication REVIEWS, “Thisstudents,...

Harpal S. Mavi, PhD Graeme J. Tupper, MAgSc, DipEd Agrometeorology Principles and Applications of Climate Studies in Agriculture Pre-publication REVIEWS, “Thisstudents, book will be of great help to scientists, and research COMMENTARIES, workers. It provides vast information EVALUATIONS... on the importance, availability, and general use of meteorological data/ser- vices in connection with the planning “M avi and Tupper are to be con- gratulated for producing a very wide-ranging book that delivers an of agricultural investment and devel- opment projects. The authors have done information-rich overview of applica- a commendable job by collecting the tions and contemporary issues faced by latest information on existing meteoro- agrometeorology. They have focused logical scenarios for project implemen- on the explanation and application of tation as well as for future planning principles, often through the presenta- concerning additional investment in tion of real and practical examples, ren- dering the contents accessible to a broad development projects. Many books and audience. This book should prove a journals contain fragmented informa- useful reference, particularly for spe- tion on these topics but the authors of cialists from aligned disciplines and this book have presented all the infor- university students undertaking agri- mation under one umbrella.” culture-related courses.” G. S. Bains, PhD Stephen Lellyett Professor of Agrometeorology, Deputy Regional Director NSW, College of Agriculture, Commonwealth Bureau of Meteorology, Punjab Agricultural University, Darlinghurst, Australia India More pre-publication REVIEWS, COMMENTARIES, EVALUATIONS... “T he vagaries of the weather im- pact greatly on mankind, affect- ing our health, temperament, and living entific literature on subjects that in- clude agrometeorology, the use of cli- mate information in agriculture, solar standards. Mavi and Tupper have as- radiation and its role in plant growth, sembled a great deal of useful informa- environmental temperature and crop tion to help readers better understand production, and climatological meth- how weather and climate impact on ods for managing farm water re- farming systems and influence crop and sources. I recommend this book to edu- pasture yields and livestock produc- cators and those with an interest in tion. The book is replete with interest- applied climate science and agricul- ing examples and case studies to show ture.” how better knowledge of agrometeo- rology and better access to climate re- David George, BSc, GDipEd, MAppSc cords, short-term weather forecasts, and Scientist (climate applications seasonal outlooks can improve strate- and education), gic and tactical decision making on Queensland Department farms—thereby enabling managers to of Primary Industries increase the productivity, sustaina- bility, and financial viability of their ag- ricultural systems. Valuable insights are provided into how climate change is likely to impact on different regions throughout the world, and how the im- pacts of such change may be reduced. “T his comprehensive book meets an increasing need for those in- terested in climate and weather, such as This publication will be valued by farmers, students, scientists, policy- agricultural researchers, advisors, and makers, and rural and urban commu- policymakers. The authors use their in- nities in developed and developing ternational experience to apply the countries throughout the world.” principles of climate and plant science to practical management of agricul- David H. White, PhD tural systems—from the policy issue of Director, ASIT Consulting, drought assistance to managing pests Canberra, Australia in the field. The principles of agrome- teorology have never been more im- portant as we manage agriculture that is productive and sustainable in a vari- able and changing climate. This book is valuable not only as a university text “T his book is a welcome and neces- but also as a useful reference text for sary addition to keep those in- professionals involved in the interface volved in agriculture and other related between climate and agriculture.” industries up-to-date with climate sci- ence developments and their applica- Peter Hayman, PhD tions. The major strength of this book is Coordinator, Climate Applications, that it brings together principles that NSW Agriculture, Tamworth, are globally relevant with the latest sci- Australia More pre-publication REVIEWS, COMMENTARIES, EVALUATIONS... “Agrometeorology mand than ever, and this book “Tof perspectives and extensive ex- is more in de- his book provides a wide variety amples of tools and procedures to man- will be an important resource for ques- tions on how climate and weather im- age and make the most of both short- pact on agricultural production. The term weather and longer-term climate authors have used their extensive expe- variability. This very readable book rience to harvest examples and extract should be useful to a broad range of principles across a diverse but repre- practitioners from farmers to research sentative range of agricultural produc- scientists.” tion systems. Through an interdisciplin- ary perspective, they have achieved a Mary Voice, MSc, GrCert Principal, Cumulus Consulting, very useful distillation of principles by Lecturer, La Trobe University reviewing applications in agricultural management. The eleven chapters in- clude thorough reviews on how cli- mate and weather determine effective rainfall, on drought, climate change, and on the incidence of many pests and parasites. The book’s focus is on analy- sis and applications, and it is a valuable resource for both students and manag- ers.” Barry J. White, PhD National Coordinator (Climate Variability R&D Program), Land & Water Australia Food Products Press® An Imprint of The Haworth Press, Inc. New York London Oxford  NOTES FOR PROFESSIONAL LIBRARIANS AND LIBRARY USERS This is an original book title published by Food Products Press®, an imprint of The Haworth Press, Inc. Unless otherwise noted in specific chapters with attribution, materials in this book have not been previ- ously published elsewhere in any format or language. CONSERVATION AND PRESERVATION NOTES All books published by The Haworth Press, Inc. and its imprints are printed on certified pH neutral, acid free book grade paper. This paper meets the minimum requirements of American National Standard for Information Sciences-Permanence of Paper for Printed Material, ANSI Z39.48-1984.  Agrometeorology Principles and Applications of Climate Studies in Agriculture  ® FOOD PRODUCTS PRESS Crop Science Amarjit S. Basra, PhD Senior Editor Heterosis and Hybrid Seed Production in Agronomic Crops edited by Amarjit S. Basra Intensive Cropping: Efficient Use of Water, Nutrients, and Tillage by S. S. Prihar, P. R. Gajri, D. K. Benbi, and V. K. Arora Physiological Bases for Maize Improvement edited by María E. Otegui and Gustavo A. Slafer Plant Growth Regulators in Agriculture and Horticulture: Their Role and Commercial Uses edited by Amarjit S. Basra Crop Responses and Adaptations to Temperature Stress edited by Amarjit S. Basra Plant Viruses As Molecular Pathogens by Jawaid A. Khan and Jeanne Dijkstra In Vitro Plant Breeding by Acram Taji, Prakash P. Kumar, and Prakash Lakshmanan Crop Improvement: Challenges in the Twenty-First Century edited by Manjit S. Kang Barley Science: Recent Advances from Molecular Biology to Agronomy of Yield and Quality edited by Gustavo A. Slafer, José Luis Molina-Cano, Roxana Savin, José Luis Araus, and Ignacio Romagosa Tillage for Sustainable Cropping by P. R. Gajri, V. K. Arora, and S. S. Prihar Bacterial Disease Resistance in Plants: Molecular Biology and Biotechnological Applications by P. Vidhyasekaran Handbook of Formulas and Software for Plant Geneticists and Breeders edited by Manjit S. Kang Postharvest Oxidative Stress in Horticultural Crops edited by D. M. Hodges Encyclopedic Dictionary of Plant Breeding and Related Subjects by Rolf H. G. Schlegel Handbook of Processes and Modeling in the Soil-Plant System edited by D. K. Benbi and R. Nieder The Lowland Maya Area: Three Millennia at the Human-Wildland Interface edited by A. Gómez-Pompa, M. F. Allen, S. Fedick, and J. J. Jiménez-Osornio Biodiversity and Pest Management in Agroecosystems, Second Edition by Miguel A. Altieri and Clara I. Nicholls Plant-Derived Antimycotics: Current Trends and Future Prospects edited by Mahendra Rai and Donatella Mares Concise Encyclopedia of Temperate Tree Fruit edited by Tara Auxt Baugher and Suman Singha Landscape Agroecology by Paul A. Wojkowski Concise Encyclopedia of Plant Pathology by P. Vidhyasekaran Testing of Genetically Modified Organisms in Foods edited by Farid E. Ahmed Concise Encyclopedia of Bioresource Technology edited by Ashok Pandey Agrometeorology: Principles and Applications of Climate Studies in Agriculture by Harpal S. Mavi and Graeme J. Tupper  Agrometeorology Principles and Applications of Climate Studies in Agriculture Harpal S. Mavi, PhD Graeme J. Tupper, MAgSc, DipEd Food Products Press® An Imprint of The Haworth Press, Inc. New York London Oxford Published by Food Products Press®, an imprint of The Haworth Press, Inc., 10 Alice Street, Binghamton, NY 13904-1580. © 2004 by The Haworth Press, Inc. All rights reserved. No part of this work may be reproduced or utilized in any form or by any means, electronic or mechanical, including photocopying, microfilm, and recording, or by any information storage and retrieval system, without permission in writing from the publisher. Printed in the United States of America. Cover design by Jennifer M. Gaska. Library of Congress Cataloging-in-Publication Data Mavi, H. S. (Harpal Singh), 1935- Agrometeorology : principles and applications of climate studies in agriculture / Harpal Mavi, Graeme J. Tupper. p. cm. Includes bibilographical references (p. ) and index. ISBN 1-56022-972-1 (hard : alk. paper) 1. Meteorology, Agricultural. I. Tupper, Graeme, J. II. Title. S600.5.M38 2004 630'.2515—dc21 2003012333  CONTENTS Preface ix Acknowledgments xi Chapter 1. Agrometeorology: Perspectives and Applications 1 Definition 1 A Holistic Science 1 Scope 2 Practical Utility 3 Chronology of Developments 5 Future Needs 8 Chapter 2. Solar Radiation and Its Role in Plant Growth 13 The Sun: The Source of Energy 13 Nature and Laws of Radiation 16 Earth’s Annual Global Mean Radiative Energy Budget 18 Solar Radiation and Crop Plants 25 Solar Radiation Interception by Plants 30 Photosynthetically Active Radiation (PAR) 36 Solar Radiation Use Efficiency 38 Chapter 3. Environmental Temperature and Crop Production 43 Soil Temperature 43 Air Temperature 47 Plant Injury Due to Sudden Changes in Temperature 50 Frost: Damage and Control 55 Thermoperiodism 64 Temperature As a Measure of Plant Growth and Development 66 Chapter 4. Climatological Methods for Managing Farm Water Resources 69 Water for Crop Production 69 Making Effective Use of Rainfall 70 Evaporation and Evapotranspiration 76 Water Use and Loss in Irrigation 84  Climatological Information in Improving Water-Use Efficiency (WUE) 85 Reducing Water Losses from Reservoirs 91 Chapter 5. Drought Monitoring and Planning for Mitigation 95 Definition of Drought 96 Meteorological Indicators of Drought 96 Drought Monitoring in Australia 105 Drought Exceptional Circumstances 108 Overview of Drought Assessment Methods 113 Meeting the Challenge: A Drought Mitigation Plan 115 Desertification 119 Chapter 6. Climate, Crop Pests, and Parasites of Animals 123 Role of Weather and Climate 123 Some Important Insect Pests of Crop Plants 130 Climate and Parasites of Animals 136 Helminth Parasites 136 Arthropod Parasites 138 Chapter 7. Remote-Sensing Applications in Agrometeorology 145 Spatial Information and the Environment 145 Remote Sensing 146 Remote Sensors and Instruments 149 Image Acquisition 152 Satellite Orbits for Remote Sensing 158 Geographic Information System (GIS) 159 Global Positioning System (GPS) 160 Remote-Sensing Applications 161 Chapter 8. Role of Computer Models in Managing Agricultural Systems 179 Modeling Biological Response to Weather Conditions 179 Models 180 Applications of Crop Models 182 Simulation Models Relevant to Australian Farming Systems 187 Decision Support Systems (DSS) 187 Chapter 9. Agroclimatological Services 209 Weather and Agriculture 209 Weather and Climate Forecasting 209 Tailoring Climate Information for Agriculture 211 Impacts of Weather on Specific Industries and the Role of Forecast Information 212 Agroclimatological Information Services in Australia 214 Use and Benefits of Climate Forecast Information 217 Toward Optimum Utilization of Climate Information and Forecast Products 220 Chapter 10. Using Climate Information to Improve Agricultural Systems 237 Setting the Platform—Property Planning 238 Sustainable Production—Setting the Enterprise Mix and Production Levels 240 Making Efficient Use of Rainfall 242 Developing Resilience 252 Managing the Extremes—Droughts and Floods 254 The Decision-Making Process—Dealing with Risk and Complexity 256 Providing Climate Technology to Farmers 256 Communicating New Ideas and Practices— Creating Change Through Adult Learning 258 Chapter 11. Climate Change and Its Impact on Agriculture 263 Climate Variability and Climate Change 263 Observed Change in Atmospheric Composition and Climate 267 Observed Impact of Climate Change 272 Future Scenarios of Climate Change 275 Impact of Climate Change on Hydrology and Water Resources 277 Impact of Climate Change on Crops 282 Impact of Climate Change on Livestock 286 References 291 Author Index 339 Subject Index 351  ABOUT THE AUTHORS Dr. Harpal S. Mavi is a climate risk management consultant in Syd- ney, Australia. His work involves research in climate impacts on crops, insect-pests and crop diseases, and strategies for climate- related risk management. Before going into consultancy services, he was an agroclimatologist in the New South Wales Department of Ag- riculture. Earlier, he was Professor of Agrometeorology at Punjab Agricultural University in India where he taught climatology and agrometeorology for over two decades. Dr. Mavi has been the re- search supervisor of twenty postgraduate students majoring in agro- meteorology. In addition, he has been on the research advisory com- mittee of scores of students majoring in agronomy, soil science, soil and water engineering, entomology, plant pathology, and botany. He has advised numerous individuals and organizations in climate-re- lated risk management. Mr. Graeme J. Tupper is Technical Specialist, Resource Informa- tion, in the NSW Department of Agriculture, Australia. His work in- volves research, development, and service projects in the application of spatial information technology to agriculture. Specific projects in- clude monthly rainfall “drought” mapping, fire and flood mapping and monitoring, monitoring endemic livestock diseases, weed detec- tion and mapping research, and water reform structural adjustment mapping. Mr. Tupper is an agricultural scientist and has worked in this capacity in research, academic, and extension institutions in Aus- tralia, Papua New Guinea, South Africa, and the United States, in en- vironments ranging from semi-arid rangelands through temperate to tropical agriculture.  Preface Preface Agrometeorology is an interdisciplinary holistic science. It cuts across scientific disciplines and bridges physical and biological sciences. It has nu- merous applications in agricultural resource utilization and management and has progressed rapidly both in content and applications. Currently, at the dawn of the twenty-first century, much research work has been published in scientific journals on different themes of agrometeor- ology, but few books are yet available in which agrometeorological princi- ples, techniques, and applications have been presented in a systematic man- ner. The increasing utility of the subject, with an ample availability of literature that lies scattered in journals of various scientific disciplines, de- mands quality books in which the entire subject matter is dealt with in an ap- propriate sequence. This book is a step toward that objective—to make available a text and reference book in agrometeorology. With numerous demonstrations that the science of meteorology has an important role to play in farm industries, agrometeorology has been de- clared a growth or developing field by international agencies such as the World Meteorological Organization (WMO) and the Food and Agriculture Organization (FAO). Agrometeorology has emerged as a discipline in uni- versity education. In many countries, agricultural universities and govern- ment departments of agriculture and natural resources have created separate departments or units of agrometeorology which are doing sound work in ag- ricultural education, research, and extension. Yet very few books are avail- able on the subject that could be assigned as texts and used as reference ma- terial. This book is intended to serve a large audience of students, teachers, researchers, and extension workers in the field of agometeorology. Climatology has an important role to play in developing a sound under- standing of the subject matter of many of the applied agricultural sciences, because weather influences their subject matter in various ways. These sci- ences can improve their respective techniques based on sound interpretation of meteorological knowledge. Students and teachers of the major agricul- tural sciences of agronomy, horticulture, soil science, animal production, entomology, and plant pathology will find this book useful in their scientific pursuits and field extension work. Students and research workers in the dis- ciplines of geography and natural resource studies will find agrometeor- ological methods and techniques useful because their own subject matter overlaps with climate. It will help students of meteorology to better under- stand the applications of their own subject matter to various activities for ag- ricultural development. Finally, the book will be useful to scientists and planners engaged in regional and land-use planning, soil and water conser- vation, risk analysis of climate hazards, harvest forecasts, and the ecological and economic implications of climate change. Agrometeorology: Principles and Applications of Climate Studies in Ag- riculture is written in a simple and descriptive style. Examples of climate applications in agriculture (methods, techniques, models, and services) are mainly from Australia. Nevertheless, the majority of these applications hold true for other countries, especially those countries with climatic patterns and agricultural systems similar to those of Australia. The book is relevant to global agriculture and is documented with the latest literature from inter- national research journals. A range of topics has been covered that could generate the interest of a large cross section of people. Care has been taken that the material covered is a blend of different views of faculties of physical and biological sciences. It covers material that is taught in several disci- plines of scientific education. In addition to use as a text in the discipline of agrometeorology, this book is applicable to several courses taught across other disciplines at the college and university level.  Acknowledgments Acknowledgments The authors are grateful to Darren Bayley and David Brouwer, Education Officers, NSW Agriculture, C.B. Alexander Agricultural College (“Tocal”), Australia, for contributing Chapter 10 to the book. For their contributions and suggestions in the contents of the book we are indebted to Andrew Kennedy, Technical Specialist, Natural Resources, NSW Agriculture; Bernie Dominiak, Coordinator, Queensland Fruit Fly, NSW Agriculture; Damien O’Sullivan, Senior Climate and Pasture Officer, Queensland Department of Primary Industries; David George, Senior Education Officer, Queensland Department of Primary Industries; Darren Bayley, Education Officer, NSW Agriculture, Tocal; Ian McGowen, Senior Research Officer, NSW Agriculture; Jason Crean, Technical Specialist, Economic Research, NSW Agri- culture; John Crichton, Research Officer, NSW Agriculture; Lee Cook, Veterinary Officer, NSW Agriculture; Paul Carberry, Climate Education Officer, NSW Agriculture; Penny Marr, Editor, NSW Agriculture; Peter Hayman, Coordinator, Agroclimatology, NSW Agriculture; Rendle Hannah, Agricultural Coordinator, Water Reform Implemen- tation, NSW Agriculture; Samsul Huda, Senior Lecturer, Agroclimatology, University of West- ern Sydney; and Tarjinder Mavi, Veterinarian, Technical Services, Australia Figures 2.8 to 2.11, 3.1, 4.2, and 4.3 are adapted from articles published in various issues of Agricultural and Forest Meteorology. Permission given by Elsevier Science to use these figures is acknowledged with thanks. Per- mission granted by MicroImages, Inc., for adapting figures in Chapter 6 is also acknowledged with thanks.  Chapter 1 Agrometeorology: Agrometeorology: Perspectives and Applications Perspectives and Applications DEFINITION Agrometeorology, abbreviated from agricultural meteorology, puts the science of meteorology to the service of agriculture, in its various forms and facets, to help with the sensible use of land, to accelerate the production of food, and to avoid the irreversible abuse of land resources (Smith, 1970). Agrometeorology is also defined as the science investigating the meteoro- logical, climatological, and hydrological conditions that are significant to agriculture owing to their interaction with the objects and processes of agri- culture production (Molga, 1962). The definition of biometeorology adopted by the International Society of Biometeorology (ISB) states, “Biometeorology is an interdisciplinary sci- ence dealing with the application of fields of meteorology and climatology to biological systems” (Hoppe, 2000, p. 383). The general scope includes all kinds of interactions between atmospheric processes and living organ- isms—plants, animals, and humans. By this definition, it becomes evident that there are roughly three subbranches of biometeorology: plant, animal, and human biometeorology (Hoppe, 2000). The domain of agrometeoro- logy is the plant and animal subbranches. The third subbranch, human biometeorology, is outside the scope of agrometeorology. A HOLISTIC SCIENCE Agrometeorology is an interdisciplinary science in which the main scien- tific disciplines involved are atmospheric sciences and soil sciences, which are concerned with the physical environment, and plant sciences and animal sciences (including their pathology, entomology, and parasitology, etc.), which deal with the contents of the biosphere. The interdisciplinary nature of agrometeorology is both its greatest strength and its greatest weakness (Hollinger, 1994). The strength is ob- tained from an agricultural meteorologist’s understanding of the interac- tions of physical and biological worlds. The weakness is due to the political reality that agricultural meteorology is not fully appreciated by the more tra- ditional practitioners of the physical and biological sciences. Current aca- demic structures do not foster interactions between biological and physical scientists. As a result, neither group fully understands the other, leading to the mistrust of each other’s scientific methods. The perspective of agro- meteorology is more holistic than that of the climatology or biology disci- plines (Hatfield, 1994). An agrometeorologist is fluent in both the biologi- cal and physical sciences and looks at the world from a different and wider perspective than the physical or biological scientist does. Though interdisciplinary in nature, agrometeorology is a well-defined science. It has a set approach in theory and methodology. Its subject matter links together the physical environment and biological responses under nat- ural conditions. An agrometeorologist applies every relevant meteorologi- cal skill to help farmers make the most efficient use of their physical envi- ronment in order to improve agricultural production both in quality and quantity and to maintain the sustainability of their land and resources (Bourke, 1968). Using a four-stage approach, an agrometeorologist first formulates an accurate description of the physical environment and biologi- cal responses. At the second stage, he or she interprets biological responses in terms of the physical environment. Third, he or she makes agrometeoro- logical forecasts. The final goal is to develop agrometeorological services, strategies, and support systems for on-farm strategic and tactical decisions and to implement them in collaboration with specialists in agriculture, live- stock, and forestry. SCOPE For optimum crop growth, specific climatic conditions are required. Agrometeorology thus becomes relevant to crop production because it is concerned with the interactions between meteorological and hydrological factors on the one hand and agriculture, in the widest sense including horti- culture, animal husbandry, and forestry, on the other (Figure 1.1). Its objec- tive is to discover and define such effects and to apply knowledge of the atmosphere to practical agricultural use. The field of interest of an agrome- teorologist extends from the soil surface layer to the depth down to which tree roots penetrate. In the atmosphere he or she is interested in the air layer near the ground in which crops and higher organisms grow and animals live, to the highest levels in the atmosphere through which the transport of seeds, spores, pollen, and insects may take place. As new research uncovers the se-  CLIMATE Soil type and Plant and animal plant cover diseases Weed Plant and germination animal and survival insect pests Pasture production Grain, oilseed, and Horitcultural and Livestock production fiber production vegetable production FIGURE 1.1. Climate and agricultural production crets of meteorological phenomena, there is increasing interest in remote sensing and interactions between oceans and the atmosphere in shaping sea- sonal conditions. PRACTICAL UTILITY The dangers to the natural resource base, crops, and livestock that have a meteorological component include pollution of soil and air; soil erosion from wind or water; the incidence and effects of drought; crop growth; ani- mal production; the incidence and extent of pests and diseases; the inci- dence, frequency, and extent of frost; the dangers of forest or bush fires; losses during storage and transport; and all farm operations. Agrometeo- rology offers practical solutions for harnessing climate potential and for pro- tection against or avoidance of climate-related risks. The role of agrometeorology is both strategic and tactical. The strategic role is involved in the assessment of long-term utilization of natural re- sources in the development of crop diversity. The tactical role is more con- cerned with the short-term and field-scale decisions that directly influence crop growth and development. If communicated to the right client and ap- plied, agrometeorological information can help farmers practice sustain- able, high-quality, more profitable agriculture, with fewer risks, lower costs, and less environmental pollution and damage (Rijks and Baradas, 2000). Of the total annual crop losses in world agriculture, a large percentage is due to direct weather effects such as drought, flash floods, untimely rains, frost, hail, and storms. Losses in harvest and storage, as well as those due to parasites, insects, and plant diseases, are highly influenced by the weather (Mavi, 1994). When specifically tailored weather information is readily available to the needs of agriculture, it greatly contributes toward making short-term adjustments in daily agricultural operations, which minimize losses resulting from adverse weather conditions and improve the yield and quality of agricultural products. Tailored weather information also provides guidelines for long-range or seasonal planning and the selection of crops most suited to anticipated climatic conditions (Newman, 1974; Ogallo, Boulahya, and Keane, 2000). Most decisions in livestock enterprises in- volve a considerable lag between decisions and their effects. Some deci- sions affect the product three to four years in the future (Plant, 2000). A long-range forecast is a very good climate risk-management tool which helps increase livestock production (Anonymous, 2000). Seasonal climate forecasts can play an important role in shaping the economic polices of gov- ernments. For example, with a forecast of a major drought, economic growth would be less than expected. By taking serious note of the forecast, monetary policy could be relaxed to maintain growth targets (White, 2000). Other applications of agrometeorology are through improvement in tech- niques based on sound interpretation of meteorological knowledge. These include irrigation and water allocation strategies; shelter from wind or cold; shade from excessive heat; antifrost measures, including the choice of site; antierosion measures; soil cover and mulching; plant cover using glass or plastic materials; artificial climates of growth chambers or heated struc- tures; animal housing and management; climate control in storage and transport; and efficient use of herbicides, insecticides, and fertilizers. Agro- meteorological models can be used in efficient land-use planning; determin- ing suitable crops for a region; risk analysis of climatic hazards and profit calculations in farming; production or harvest forecasts; and the adoption of farming methods and the choice of effective farm machinery. CHRONOLOGY OF DEVELOPMENTS Attempts to relate agricultural production to weather go back at least 2,000 years and are still evolving. The twentieth century can be termed a very progressive and fertile one in respect to meteorology and agrometeo- rology (Fleming, 1996). Qualitative studies in the nineteenth century were followed by statistical analyses, then by microclimatic measurements, and most recently by modeling (Decker, 1994; Monteith, 2000). Quantification of Crop-Weather Relationships Visual observations of the microclimate and its impact on crop plants have been going on for several centuries. However, measurement of the characteristics of the microclimate in laboratory and experimental fields was strengthened during the first half of the twentieth century. The role of water in soil climate was recognized, and the link between the physical properties of soil, heat exchange, and water movement was investigated. It is well recognized that year-to-year variations in yields and regional commodity production are associated with variations in climate. Efforts were made to describe this relationship through statistical analysis of the correlation of yields with monthly rainfall. These analyses were a first at- tempt to use statistics to describe the nature of the relationship between vari- able yields, production, and climate. Later, the relationship between yields and rainfall was studied using multiple correlation methods. Since the 1920s (with some refinements in techniques), correlation and regression analyses have become the favorite tools for describing yield-weather rela- tions. Energy Balance Quantification The first half of the twentieth century saw great contributions toward the quantification of water loss and use by plants. Research studies on the mea- surement and analysis of energy fluxes above crops and on crop evapotrans- piration were stimulated. It was in this period that Bowen proposed a method (Bowen ratio) of par- titioning the energy used in evaporation and heating the air. Penman pub- lished a rational method for using meteorological observations to estimate evaporation from a free water surface and vaporization from a plant canopy. The Penman method for estimating evapotranspiration has become a stan- dard tool for estimating the need for irrigation water by agricultural engi- neers, agronomists, and meteorologists throughout the world. At the same time, the Thornthwaite method for estimating potential evapotranspiration was published. Further research into the energy balance resulted in the de- velopment of the eddy correlation method for estimating latent and sensible heat transfer. Later, Blaney and Criddle developed the consumptive use principle for irrigation scheduling. This technique has been widely used by agriculturists in the semiarid regions of the world. In more recent years, advanced and reliable instrumentation has made possible continuous measurements of biometeorological exchange pro- cesses, such as measurements of mass and energy exchange to assess the plant community’s response to atmospheric variables. Biological Studies in Controlled Climates By the middle of the twentieth century, technology was available to build facilities in which biological responses to environmental conditions could be measured quantitatively. These facilities provided a way to study the re- sponses of plants and animals to diurnal variations in weather conditions. One such facility was at the California Institute of Technology. At about the same time, a large animal facility at the University of Missouri, called the Missouri Climatic Laboratory, was established for studies dealing with the physiological response and production of dairy cattle to variations in tem- perature, humidity, wind, and radiation loads. As a result of these facilities, several excellent studies have contributed to a better understanding of cli- mate and weather effects on plants and animals. These two laboratories served as precursors to the development of the growth chambers used today in nearly every part of the world. Modeling Biological Response to Climate By the late 1960s and early 1970s, an extensive literature was available that documented the response of plant growth and development to environ- mental conditions. This information paved the way for work on mathemati- cal models of plant response and yields to varying environmental conditions. The comprehensive development and use of plant and animal dynamic sim- ulation models started with the availability of computers in the early 1970s. By the close of the twentieth century, several thousand computer-based plant and animal dynamic simulation models had been developed to expand scientific insights into complex biological and environmental systems, and their use has resulted in huge economic benefits. The application of crop simulation models and simulation-based deci- sion support systems became more acceptable to the agricultural commu- nity during the final decade of the twentieth century (Hoogenboom, 2000). Increases in the sophistication of computers and decreased costs are further fueling rapid advances in modeling. Interest has arisen in the topic of scal- ing from the leaf level to the global scale, to examine the global nature of cli- mate change and its impact (Paw U, 2000). Remote Sensing of the Environment and Vegetation Remote sensing detects and measures the characteristics of a target with- out being in physical touch with it. Information about the object is derived through electromagnetic energy. Aircraft and satellites are the main plat- forms for remote-sensing observations. Aerial photographs are the original form of remote sensing and remain the most widely used method. Infrared thermometry provides a way to determine the surface temperatures of plants and animals. Precise handheld infrared thermometers are commercially available to provide these measurements. The technology allows the mea- surement of the surface temperature with a resolution of a few square centi- meters. The development and deployment of earth satellites in the 1970s brought a revolution in remote sensing. Remote sensing now provides a sequence of reliable and irreplaceable information for agriculture planning and manage- ment (Maracchi, Pérarnaud, and Kleschenko, 2000). Weather and Climate Information for Agriculture The agriculture industry is the most sensitive to variability in weather and climate. Throughout the world, efforts have been made to provide agri- culture with a specifically focused weather service. Most countries of the world have developed programs to provide agroclimatological services. Unfortunately, in many countries there is a lack of coordination and co- operation to link agencies representing agriculture and meteorology in their efforts to advise farmers of weather-related risk management. This lack of cooperation has adversely affected improvements and further development in agro-advisory services. Furthermore, due to a lack of financial support, the network of meteorological stations does not adequately cover various agrometeorological zones to meet potential needs. Conflicts within and be- tween countries often halt the collection and exchange of weather data. This has a detrimental impact on projects in which analysis of weather and cli- mate data is attempted. Crop-Related Climate Data Archives Early studies dealing with relationships between yields and climate were accomplished using limited climatic data and primitive computational pro- cedures. The advent of the computer era saw the development of new meth- ods for storing historical data. Computer programs are now available that can electronically archive huge amounts of climatic data. These archives have further enhanced the evaluations of weather and climate risk for agri- culture. The World Meteorological Organization (WMO) supports the shar- ing of computerized climate data in all countries of the world (Decker, 1994). Climate Change and Impact Over the past 100 years, human activities have significantly altered the earth’s atmosphere. Increases in the concentrations of greenhouse gases have led to warming of the earth’s surface. An accumulating body of evi- dence suggested that by the last decade of the twentieth century global warming had already made significant negative impacts in a large number of regions. The menace of global climate change became a central issue of in- vestigation in the 1990s and beyond. The investigations considered the effects of global warming on individual plants, plant stands, and entire veg- etation units from regional to global scales (Overdieck, 1997). The investi- gations were not confined only to plants; the impact on hydro-resources, livestock, insect pests, and diseases has also been investigated. FUTURE NEEDS Agroclimatological Database The availability of a proper meteorological and agrometeorological data- base is a major prerequisite for studying and managing the processes of ag- ricultural and forest production. Historical data and observations during the current growing season will play a critical role in increased applications of crop models and model-generated output by farmers, consultants, and other policy- and decision makers. A major and inevitable priority is to build a da- tabase of meteorological, phenological, soil, and agronomic information. The acquisition of pertinent climate and agrometeorological data, their pro- cessing, quality control, and archiving, and timely access and database man- agement are important components that will make the information valuable to agrometeorological research and operational programs. The major con- cerns for the availability of climate and agrometeorological data will con- tinue to be in the areas of data collection and database management (Siva- kumar, Stigter, and Rijks, 2000; Stigter, Sivakumar, and Rijks, 2000). Research The most important development for science in general and for agro- meteorology in particular is the rapid advances in electronics and their im- pact on computer, communication, and measurement technologies. The po- tential to handle data by computers and exchange them globally via the Internet is growing daily. Computers have opened the gates to the ability to store huge amounts of data and to process them through more compu- tationally intensive statistical techniques (Serafin, Macdonald, and Gall, 2002). In agrometeorology, in which a vast amount of atmospheric data must be linked with complex sets of biological data, the availability of data in a uniform file format and the vanishing of data processing limitations re- sult in a strong momentum for research. Agrometeorological Models Agrometeorological models have many potential uses for answering questions in research, crop management, and policy. As society becomes more computerized and technology oriented, there will be a greater possi- bility for the application of crop simulation models and decision support systems to help provide guidance in solving real-world problems related to agricultural sustainability, food security, the use of natural resources, and protection of the environment. Environmental Management A major area for future research is the response of environmentally sensi- tive agricultural practices to weather events (De Pauw, Göbel, and Adam, 2000). As the public becomes more concerned about the environment, greater pressure will be put on the agricultural community to document and prove that chemical applications are not harming the environment. This will require a better understanding of the role weather plays in the fate of agri- cultural chemicals during application, their persistence and movement after application, and their effect on natural organisms. To gain this understand- ing, research will require a more extensive interdisciplinary approach than is employed today. Adaptive research is required under on-farm or at least close to on-farm conditions, ideally with farmers participating (Olufayo, Stigter, and Baldy, 1998). Climate Change Impact One of the most prominent current problems of humankind is global warming and its impact on the environment, water resources, agriculture, and human health. Agrometeorology has to play a leading role in the assess- ment of climate change, its impact on the biosphere, and adaptation strate- gies to increasing climate variability and climate change. Investigation of the effects of global warming on animals will be another challenge. Future animal agrometeorologists have to search deeper into ani- mal responses to specifically defined factors of the environment. These findings will permit the development of more adaptive, more tolerant, and more productive animals in stressful environments (Salinger, Stigter, and Das, 2000). Pest and Disease Management Increasing environmental, population, and economic pressures are creat- ing difficulties in solving agricultural pest and disease management prob- lems. Future climate change and increased variability will further compli- cate pest and disease management problems. This will require improved analyses of the weather to develop new pest management techniques and strategies. Agrometeorologists trained in weather-pest and weather-disease relationships and in the basics of pest management disciplines need to play a key role in developing pest and disease management strategies (Strand, 2000). Education and Training Neither education nor training is a one-time effort. The acquisition of knowledge and skills should be viewed as a continuous process throughout one’s career (Lomas, Milford, and Mukhala, 2000). The need for continued training in agrometeorology was demonstrated by a survey on education and training requirements by the WMO (Olufayo, Stigter, and Baldy, 1998). The study revealed that the national meteorological and hydrological ser- vices in many countries do not have adequately trained personnel. Further- more, in many countries there are neither facilities nor sufficient national re- sources available to train personnel in the home country or abroad. In the academic setting, there is a need for creative educational programs in schools. These programs will educate younger generations on the impor- tance of agriculture and how weather affects the food supply (Blad, 1994). Development of such programs requires professionals with an understand- ing of the interactions of weather and climate with agriculture. Unfortu- nately, fewer professionals are being trained in this discipline because of limited independent programs or departments in universities. Future train- ing of agricultural meteorologists at the university level will require cooper- ative efforts between the WMO and member countries. A second area of education that has been lacking is that of the public and agricultural producers. Perry (1994) points out that agricultural producers need to learn how to better use weather-driven models in their daily decision making. More important, they need to be taught how weather affects the various decisions they make and how their productivity or profit can be im- proved by using this information. The perception is that both long- and short-range forecasts are not sufficiently reliable to use in decision making (Jagtap and Chan, 2000). Research programs are needed to improve and quantify the reliability of forecasts and show how these forecasts can be used to improve decision making. Subsequently, extension programs are needed to transfer these findings to agricultural producers. Services Information has value when it is disseminated in such a way that end users receive the maximum benefit from applying it (Weiss, Van Crowder, and Bernardi, 2000). Areas of agricultural expertise that have prospered throughout the years are those with a product that is appreciated and used by farmers. Plant breeding, soil science, entomology, and plant pathology are areas that have been particularly successful. Each has some specific prod- ucts that attract agricultural producers. The opportunity for agrometeoro- logical services will grow dramatically if the importance and economic ben- efits of agrometeorological services are demonstrated. A major challenge to agricultural meteorologists is to educate agricultural producers to use weather data in various management decisions (Seeley, 1994). Demonstration of successful uses of the climate and weather through case studies is a useful example to begin discussion and to transfer potential applications to adopt- ers of new technology.  Agrometeorology has a broad number of perspectives and applications. Computer usage has brought rapid advances in this science and has opened new doors in perspectives and applications that were not available before. The twenty-first century offers a challenge for the development of applica- tions, risk analysis, crop and forest models, and assessments of production under global warming.  Chapter 2 Solar Solar Radiation Radiation andin Plant and Its Role Its Role Growth in Plant Growth THE SUN: THE SOURCE OF ENERGY The sun is the nearest star to the earth, and its radiant energy is practically the only energy source to the earth. Very small and insignificant quantities of energy are available from other sources such as the interior of the earth, the moon, and other stars. The mean sun-earth distance, also known as one astronomical unit (1 AU), is 1.496 × 108 km or, more accurately, 149, 597, 890 ± 500 km. The earth revolves round the sun in an elliptical orbit. The minimum sun-earth distance is about 0.983 AU and the maximum approxi- mately 1.017 AU. The earth is at its closest point to the sun (perihelion) on approximately January 3 and at its farthest point (aphelion) on approxi- mately July 4. The visible disk or photosphere has a radius of 6.599 × 105 km, and the solar mass is 1.989 × 1030 kg (Goody and Yung, 1989; Iqbal, 1983). The sun is a completely gaseous body. The chemical composition of the outer layers is (by mass) 71 percent hydrogen, 26.5 percent helium, and 2.5 percent heavier metals. Its physical structure is complex, although several regions, including the core, photosphere, reversing layer, chromosphere, and corona, are well recognized. The innermost region, the core, is the densest and hottest part of the sun. It is composed of highly compressed gases at a density of 100 to 150 g·cm–3. The core temperature is in the range of 15 × 106 to 40 × 106 C. Outside the core is the interior which contains practically all of the sun’s mass. The core and interior are thought to be a huge nuclear reactor in which fusion reac- tions take place. These reactions supply the energy radiated by the sun. The most important reaction is the process by which hydrogen is transformed to helium. The energy is first transferred to the surface of the sun and then radi- ated into space. The radiation from the core and interior of the sun is thought to be in the form of X rays and gamma rays. The surface of the sun, called the photosphere, is the source of most of the visible radiation arriving at the earth’s surface. The photosphere is the crust that is visible to the naked eye when looking at the sun through a blue glass. It is composed of very low density gases. The temperature in this re- gion is 4,000 to 6,000 C. In spite of the fact that it has low density (10–4 that of air at sea level), the photosphere is opaque because it is composed of strongly ionized gases. The photosphere is the source of radiation flux to space because it has the capability to emit and absorb a continuous spectrum of radiation. Outside the photosphere is the solar atmosphere, which is several hun- dred kilometers deep and almost transparent. This solar atmosphere is re- ferred to as the reversing layer. This layer contains vapors of almost all of the known elements found on the earth. Outside the reversing layer is the chromosphere, which is about 25,000 km deep. It is seen from the earth only during a total eclipse when it appears as a rosy color layer. It is in this zone that the short-lived, brilliant solar flares occur in the clouds of hydrogen and helium. These flares are a source of intense bursts of ultraviolet (UV) and radio wave radiation. The solar flares also eject streams of electrically charged particles called corpuscles, which, on reaching the earth’s surface, disturb its magnetic field. The temperature in the chromosphere is several times higher than that of the photosphere. The outermost portion of the sun is the corona, which is composed of ex- tremely rarefied gases known as the solar winds. These winds are believed to consist of very sparse ions and electrons moving at very high speeds and are thought to extend into the solar system. The corona can be seen during a total eclipse. It has a temperature on the order of 1,800,000 K. There is no sharp boundary to this outermost region. These zones suggest that the sun does not act as a perfect black body radi- ator at a fixed temperature. The radiation flux is the composite result of its several layers. For general purposes, however, the sun can be referred to as a black body at a temperature of 5,762 K. The sun rotates at a rate that is vari- able in depth and latitude. As measured by the motion of sunspots, the syn- odic period (as seen from the earth) is 26.90 + 5.2 sin2 (latitude) days. The sun is a variable star. It is estimated to be about 5 × 109 years old. Theories of climatic changes on geological time scales indicate definite changes that must have taken place during the lifetime of the sun. According to widely accepted theories, when the sun was formed it was 6 percent smaller and 300 K cooler, and its irradiance was 40 percent lower than pres- ent-day values (Goody and Yung, 1989). Some of the variations occurring in the sun are monitored on a regular ba- sis. These variations are associated with magnetic activity resulting from in- teractions between convective motions, the solar rotation, and the general magnetic field of the sun. Magnetic fields and electric currents penetrate the chromosphere and corona, where magnetic variations have far greater influ- ence because of the low densities. The most striking visual disturbances are on the photosphere, and these are known as sunspots. These are patches varying in diameter from a few thousand to 100,000 kilometers, with an emission temperature in the center about 1,500 K lower than that of the undisturbed photosphere. The fraction of the photosphere covered by spots is never more than 0.2 percent, and their average persistence is about a week. For most of the period for which the ob- servations are available, a sunspot cycle averages 11.04 years. The number of spots is only one characteristic feature of the sun that changes in this rhythmic manner. Just after the minimum, spots first appear near 27° lati- tude in both hemispheres. As the cycle proceeds, they drift equatorward and disappear close to 8° latitude. They are rarely observed at latitudes higher than 30° or lower than 5°. When a sunspot is near to the extremity it can be seen to be surrounded by a network of enhanced photospheric emission, patches which are called faculae. These photospheric emissions have longer lifetimes than the asso- ciated sunspot group, appearing before and disappearing after the spots themselves. Flocculi or plages are other disturbances that are typical features in hy- drogen light (H-alpha). Flocculi are the most prominent features, and they occur at high latitudes, where spots do not. Occasionally, a hydrogen flocculus near a spot will brighten up. In extreme cases, the brightening is visible to the eye. These brightenings are known as solar flares, and they are associated with great increases of Lyman alpha and other ultraviolet radia- tions that influence the upper atmosphere. Prominences are photospheric eruptions extending into the chromo- sphere. Many different forms occur, but a typical prominence might be 30,000 km high and 200,000 km long, with a temperature of 5,000 K. Large changes in the corona are well established. Coronal ultraviolet emission is the heat source for levels in the upper atmosphere where the density is very low. The thermosphere, above 150 km, is greatly influenced by variable conditions on the sun. Coronal disturbances are closely related to the sunspot cycle. In visible light the corona appears more jagged at the sunspot maximum than at the minimum. Solar radio emission from the co- rona shows a marked variation with the sunspot cycle and is also correlated with shorter period changes in sunspot number. Solar Constant The sun is the source of more than 99 percent of the thermal energy re- quired for the physical processes taking place in the earth-atmosphere sys- tem. The solar constant is the flux of solar radiation at the outer boundary of the earth’s atmosphere, received on a surface held perpendicular to the sun’s direction at the mean distance between the sun and the earth. The value of the solar constant is 1,370 W m–2 (about 2 cal·cm–2·min–1), giving an aver- age flux of solar energy per unit area of the earth’s surface equal to 350 W m–2. The solar constant is only approximately constant. Depending on the distance of the earth from the sun, its value ranges from approximately 1,360 to 1,380 W m–2. Of this energy, approximately 31 percent is scattered back to space, 43 percent is absorbed by the earth’s surface, and the atmosphere absorbs 26 percent. The ratio of outward to inward flux of solar radiation from the en- tire earth’s surface (termed albedo) is about 0.31, leaving an average around 225 W m–2 (range 220 to 235 W m–2) that is available for heating, directly and indirectly, the earth-atmosphere system (Goody and Yung, 1989; Kiehl and Trenberth, 1997; Roberto et al., 1999). The irradiation amount at the earth’s surface is not uniform, and the annual value at the equator is 2.4 times that near the poles. The solar energy incident upon a surface depends on the geographic location, orientation of the surface, time of the day, time of the year, and atmospheric conditions (Boes, 1981). NATURE AND LAWS OF RADIATION The behavior of electromagnetic radiation may be summed up in the fol- lowing simplified statements: Every item of matter with a temperature above absolute zero emits ra- diation. Substances that emit the maximum amount of radiation in all wave- lengths are known as black bodies. Such bodies will absorb all radi- ation incident upon them. A black body is thus a perfect radiator and absorber. Substances absorb radiation of wavelengths, which they can emit. The wavelengths at which energy is emitted by substances depend on their temperature—the higher the temperature, the shorter the wavelength. Gases emit and absorb radiation only in certain wavelengths. The amount of radiation absorbed by a gas is proportional to the num- ber of molecules of the gas and the intensity of radiation of that wavelength. Wavelength The wavelength of electromagnetic radiation is given by the equation λ = c/v (2.1) where λ is the wavelength, the shortest distance between consecutive crests in the wave trans; c is the constant equal to the velocity of light, 3 × 1010 cm·sec–1 ; and v is the frequency, the number of vibrations or cycles per sec- ond. Planck’s Law Electromagnetic radiation consists of the flow of quanta or particles, and the energy content (E) of each quantum is proportional to the frequency given by the equation E = hv (2.2) where h is Planck’s constant (having a value of 6.625 × 10–27 erg·sec–1) and v is the frequency. The equation indicates that the greater the frequency, the greater is the energy of the quantum. Kirchoff’s Law Any gray object (other than a perfect black body) that receives radiation disposes of a part of it in reflection and transmission. The absorptivity, re- flectivity, and transmissivity are each less than or equal to unity. This law states that the absorptivity a of an object for radiation of a spe- cific wavelength is equal to its emissivity e for the same wavelength. The equation of the law is a ( ) = e ( ). (2.3) Stefan-Boltzman Law This law states that the intensity of radiation emitted by a radiating body is proportional to the fourth power of the absolute temperature of that body: Flux = σT a4 (2.4) where σ is the Stefan-Boltzman constant (5.67 × 10–5 erg·cm–2·sec–1·K–4) and Ta is the absolute temperature of the body. Wein’s Law The wavelength of maximum intensity of emission from a black body is inversely proportional to the absolute temperature (T) of the body. Thus, Wavelength (λ) of maximum intensity (µm) = 2897 T–1. (2.5) For the sun the wavelength of the maximum emission is near 0.5 m and is in the visible portion of the electromagnetic spectrum. Lambert’s Law This law states the permeability of the atmosphere to solar radiation. The intensity of solar radiation on a vertical irradiation at the earth’s surface is given by the equation I m = I o qm (2.6) where Io represents the solar constant, q is the transmission factor for the layer thickness 1 (solar angle 90 ), and m represents distance of the air transversed. When the transmission factor q is replaced by the extinction co- efficient a (a = In·q), the equation takes the form I m = I o e − a ⋅m. (2.7) About 95 percent of the sun’s radiation is contained between 0.3 and 2.4 µm, 1.2 percent in wavelengths < 0.3 m, and 3.6 percent in wavelengths > 2.4 µm (Iqbal, 1983). A systematic division of solar radiation according to frequency and wavelength is given in Tables 2.1 to 2.3. An approximation of energy content in various segments of shortwave radiation is given in Ta- ble 2.2. A more detailed picture of the energy content and nature of the solar radiation spectrum is given in Table 2.3. EARTH’S ANNUAL GLOBAL MEAN RADIATIVE ENERGY BUDGET The global annual mean energy budget is determined by the net radiation flow of energy through the top of the atmosphere and at the earth’s surface.  TABLE 2.1. Broad bands of the solar spectrum Color ( m) Irradiance W m–2 % of solar constant Ultraviolet < 0.4 109.81 8.03 Visible 0.390-0.770 634.40 46.41 Infrared > 0.77 634.40 46.40 Source: Adapted from Iqbal, 1983. TABLE 2.2. Electromagnetic spectrum energy content in various color bands Color ( m) Irradiance W m–2 % of solar constant Violet 0.390-0.455 108.85 7.96 Blue 0.455-0.492 73.63 5.39 Green 0.492-0.577 160.00 11.70 Yellow 0.577-0.597 35.97 2.63 Orange 0.597-0.622 43.14 3.16 Red 0.622-0.770 212.82 15.57 TABLE 2.3. Partition of solar irradiation, 0.2 to 5.0 m wavelength Wavelength ( m) % Irradiance Wavelength (( m) % Irradiance 0.20 0.003 0.55 6.675 0.22 0.024 0.60 6.300 0.24 0.102 0.65 5.585 0.26 0.477 0.70 4.972 0.28 0.817 0.80 3.882 0.30 1.873 0.90 3.031 0.32 2.520 1.0 2.418 0.34 3.031 1.10 1.975 0.36 3.542 1.20 1.635 0.38 4.019 1.4 1.090 0.39 4.257 1.6 0.715 0.40 4.904 1.8 0.511 0.42 6.198 2.0 0.368 0.44 6.879 2.5 0.167 0.46 7.356 3.0 0.89 0.48 7.390 4.0 0.031 0.50 7.152 5.0 0.014 Source: Adapted from Goody and Yung, 1989. At the top of the atmosphere, the net energy output is determined by the in- cident shortwave radiation from the sun minus the reflected shortwave radi- ation. This difference determines the net shortwave radiation flux at the top of the atmosphere. To balance this inflow of shortwave energy, the earth- atmosphere system emits longwave radiation to space. Satellite observations of the top of the atmosphere have made fairly accu- rate estimates of the global mean energy budget. According to these esti- mates, the global mean annual outgoing longwave radiation is 235 W m–2 and the annual mean absorbed shortwave flux is 238 W m–2. Hence, the measured top-of-atmosphere budget balances to within 3 W m–2. A part of this imbalance could be associated with the buildup of greenhouse gases and a part is probably associated with El Niño events (Kiehl and Trenberth, 1997). Incoming Shortwave Radiation Solar radiation that encounters matter, whether solid, liquid, or gas, is called incident radiation. Interactions with matter can change the following properties of incident radiation: intensity, direction, wavelength, polariza- tion, and phase. Radiation intercepted by the earth is absorbed and used in energy-driven processes or is returned to space by scattering and reflection (Figure 2.1). In mathematical terms, this disposal of solar radiation is given by the equation Qs = Cr + Ar + Ca + Aa + (Q + q)(1 – a) + (Q + q) a (2.8) where Qs is the incident solar radiation at the top of the atmosphere; Cr is reflection and scattering back to space by clouds; Ar is reflection and scat- tering back by air, dust, and water vapors; Ca is absorption by clouds; Aa is absorption by air, dust, and water vapors; (Q + q) a is reflection by the earth; (Q + q)(1 – a) is absorption by the earth’s surface, where Q and q are, re- spectively, direct beam and diffused solar radiation incident on the earth and a is albedo. The global disposal of shortwave radiation (W m–2 per year) is given in Table 2.4. About a quarter of the solar radiation is reflected back to space by clouds. On average, the reflection is greatest in middle and high latitudes and least in the subtropics. A small portion of the incident radiation is scattered back to space by the constituents of the atmosphere, mainly air molecules, dust particles, and water vapors. About 30 percent of the radiation is scattered downward. Atmospheric scattering results from multiple interactions be- tween light rays and the gases and particles of the atmosphere. The two  Extra terrestrial radiation Diffuse scattering Reflection from clouds to space Absorption by clouds Diffuse scattering Radiation from sky Longwave radiation Heat loss through Heat loss through evaporation convection Heat loss through Reflection from ground conduction Net radiation Heat flux to the soil FIGURE 2.1. Daytime radiation balance over the earth’s surface TABLE 2.4. Disposal of solar radiation Solar energy W m–2 Incident on the top of the atmosphere 342 Reflected by clouds, aerosols, and atmosphere 77 Reflected from the earth 30 Total reflected 107 Absorbed by the atmosphere 67 Absorbed by the earth 168 Total absorbed by earth-atmosphere system 235 Source: Adapted from Kiehl and Trenberth, 1997. major processes, selective scattering and nonselective scattering, are related to the size of the particles in the atmosphere. In selective scattering, the shorter wavelength of UV energy and blue light are scattered more severely than that in longer wavelengths (red) and infrared (IR) energy. Selective scattering is caused by fumes and by gases such as nitrogen, oxygen, and carbon dioxide. This is known as Rayleigh scattering and is the primary cause of the blue color of the sky. For larger sizes of particles, scattering is independent of the wavelength, i.e., white light is scattered. The phenome- non is known as Mei scattering. As the path length increases, the percentage of solar energy in the visible part decreases. Within the visible part itself, the ratio of the blue to the red part decreases with increased path length. This is because the part of the spectrum with higher frequency is scattered to a greater extent than the part with lower frequency. The red color of the sky at sunrise and sunset is because of increased path length in the atmosphere which scatters blue and green wavelengths so only red light reaches the viewer (Sabins, 1997). The atmosphere absorbs about 20 percent of the solar radiation. The con- stituents of the atmosphere that absorb the solar radiation significantly are oxygen, ozone, carbon dioxide, and water vapors. This absorption is of great importance to life on the earth’s surface, because only a very small amount of this radiation can be tolerated by living organisms. Oxygen and ozone: Solar radiation in the wavelengths