The role of seasonal indices in monitoring and assessing agricultural and other droughts: a review

Indices for monitoring climate variability and the impacts of drought have long been used as the basis for planning and assessing the need for domestic and international aid to affected populations. Associated with this has been ongoing debate as to which indices are the most reliable and appropriate to aid decisions by government and private agencies on when and where to provide financial assistance. The simplest indices measure meteorological drought, the effects of which are measured in terms of agricultural, hydrological, and socioeconomic drought. Even though lack of rain is the primary cause of agricultural drought, rainfall data alone are frequently insufficient to assess the effect of drought on agricultural productivity. In this study we consider a range of seasonal indices in terms of how they relate to the impact of drought on rural Australia. This includes reviewing available and prospective indices that could aid government decision makers, in terms of when and where to intervene, in developing and implementing their policies. Clear and consistent policy helps agricultural managers to determine their production and financial targets and strategies, how much physical and financial risk they and their farms will be exposed to, and even whether they should continue to remain in farming. The significance of policy in considering triggers for government intervention is that it alters the level of risk that farmers are exposed to, which in turn influences the management strategies and tactics that farmers are likely to adopt. Minimising the risk to the biophysical resource base of every farm is also of paramount importance. We conclude that indices may provide effective summaries of droughts provided the purpose is clearly and precisely defined: in terms of activity, location and timing. However, given the important role of context in evidence-based decision-making, which in this case covers a range of industries, management systems, types of droughts, and seasons across Australia, it is likely that no single index could be effective for widespread, general usage in monitoring climate variability.

[1]  D. A. Mooley,et al.  Large-Scale Droughts/Floods and Monsoon Circulation , 1980 .

[2]  J. R. Mcalpine,et al.  Estimating pasture growth periods and droughts from simple water balance models. , 1970 .

[3]  Holger Meinke,et al.  Improving wheat simulation capabilities in Australia from a cropping systems perspective II. Testing simulation capabilities of wheat growth , 1996 .

[4]  Christopher O. Justice,et al.  Towards operational monitoring of terrestrial systems by moderate-resolution remote sensing , 2002 .

[5]  Evolution of drought policy and related science in Australia and South Africa , 1998 .

[6]  Holger Meinke,et al.  Improving wheat simulation capabilities in Australia from a cropping systems perspective III. The integrated wheat model (I_WHEAT) , 1998 .

[7]  Penny J. Reyenga,et al.  Modelling global change impacts on wheat cropping in south-east Queensland, Australia , 1999, Environ. Model. Softw..

[8]  V. Smakhtin,et al.  The use of remote sensing data for drought assessment and monitoring in Southwest Asia. , 2004 .

[9]  D. M. Orr,et al.  Northern Australian savannas: management for pastoral production , 1990 .

[10]  G. Pickup Estimating the effects of land degradation and rainfall variation on productivity in rangelands: an approach using remote sensing and models of grazing and herbage dynamics , 1996 .

[11]  Mark Howden,et al.  Drought in Australia: Prediction, Monitoring, Management, and Policy , 1993 .

[12]  B. Hunt,et al.  Global Climatic Models and Their Potential for Seasonal Climatic Forecasting , 2000 .

[13]  Graeme L. Hammer,et al.  Spatial and temporal patterns in Australian wheat yield and their relationship with ENSO , 2002 .

[14]  R. Stone,et al.  The Development and Delivery of Current Seasonal Climate Forecasting Capabilities in Australia , 2000 .

[15]  Tim R. McVicar,et al.  On the importance of including vegetation dynamics in Budyko's hydrological model , 2006 .

[16]  C. Field,et al.  A narrow-waveband spectral index that tracks diurnal changes in photosynthetic efficiency , 1992 .

[17]  C. W. Thornthwaite An approach toward a rational classification of climate. , 1948 .

[18]  S. Mark Howden,et al.  A FRAMEWORK FOR ESTIMATING THE EXTENT AND SEVERITY OF DROUGHT, BASED ON A GRAZING SYSTEM IN SOUTH-EASTERN AUSTRALIA , 1998 .

[19]  F. Kogan Application of vegetation index and brightness temperature for drought detection , 1995 .

[20]  W. Drosdowsky,et al.  The Potential for Improved Statistical Seasonal Climate Forecasts , 2000 .

[21]  D. Rayner,et al.  Wind Run Changes: The Dominant Factor Affecting Pan Evaporation Trends in Australia , 2007 .

[22]  Ross Upshur,et al.  Evidence-based health policy: context and utilisation. , 2004, Social science & medicine.

[23]  W. T. Williams,et al.  The climatic potential for beef cattle production in tropical Australia: Part II— liveweight change in relation to agroclimatic variables , 1981 .

[24]  J. Donnelly,et al.  GRAZPLAN: Decision support systems for Australian grazing enterprises—II. The animal biology model for feed intake, production and reproduction and the GrazFeed DSS , 1997 .

[25]  D. C. Edwards,et al.  Characteristics of 20th Century Drought in the United States at Multiple Time Scales. , 1997 .

[26]  James P. Verdin,et al.  A five‐year analysis of MODIS NDVI and NDWI for grassland drought assessment over the central Great Plains of the United States , 2007 .

[27]  J. Wallace,et al.  ENSO-like Interdecadal Variability: 1900–93 , 1997 .

[28]  Lu Zhang,et al.  Modelling hydrologic processes using a biophysically based model—application of WAVES to FIFE and HAPEX-MOBILHY , 1996 .

[29]  D. Jupp,et al.  The current and potential operational uses of remote sensing to aid decisions on drought exceptional circumstances in Australia: a review , 1998 .

[30]  W. Alley The Palmer Drought Severity Index: Limitations and Assumptions , 1984 .

[31]  D. Wilhite,et al.  CHAPfER2UNDERSTANDING THE DROUGHT PHENOMENON:THE ROLE OF DEFINITIONS , 1985 .

[32]  R. G. Smith,et al.  Pastures from space : introduction to the technology on farm , 2004 .

[33]  Brian S. McIntosh,et al.  Tools to think with? Towards understanding the use of computer-based support tools in policy relevant research , 2007, Environ. Model. Softw..

[34]  B. Henry,et al.  Pasture degradation and recovery in Australia's rangelands: learning from history , 2004 .

[35]  P. Whetton,et al.  An assessment of the impact of climate change on the nature and frequency of exceptional climatic events , 2008 .

[36]  Jonathan R. M. Hosking,et al.  Spatial Comparability of the Palmer Drought Severity Index , 1992 .

[37]  J. Dracup,et al.  The Quantification of Drought: An Evaluation of Drought Indices , 2002 .

[38]  H. Nix,et al.  The climatic factor in Australian grassland ecology , 1970 .

[39]  J. Donnelly,et al.  Using the GrassGro decision support tool to evaluate some objective criteria for the definition of exceptional drought , 1998 .

[40]  Andrew W. Ellis,et al.  Climatological Drought in Arizona: An Analysis of Indicators for Guiding the Governor's Drought Task Force , 2006 .

[41]  M. Budyko,et al.  Climate and life , 1975 .

[42]  J. Dracup,et al.  On the definition of droughts , 1980 .

[43]  L. Botterill,et al.  Developing equitable and affordable government responses to drought in Australia , 2002 .

[44]  John Cordell,et al.  Traditional Ecological Knowledge: Wisdom for Sustainable Development. Edited by Nancy M. Williams and Graham Baines, 1993. Canberra: Centre for Resource and Environmental Studies, Australian National University , 1995 .

[45]  G. Hammer,et al.  Prediction of global rainfall probabilities using phases of the Southern Oscillation Index , 1996, Nature.

[46]  M. Roderick,et al.  Changes in Australian pan evaporation from 1970 to 2002 , 2004 .

[47]  L. Botterill Government Responses to Drought in Australia , 2003 .

[48]  Olga V. Wilhelmi,et al.  Spatial representation of agroclimatology in a study of agricultural drought , 2002 .

[49]  L. Botterill Late Twentieth Century Approaches to Living with Uncertainty: The National Drought Policy , 2005 .

[50]  D. M. Stafford Smith,et al.  Assessing the historical frequency of drought events on grazing properties in Australian rangelands , 1998 .

[51]  Andrew Ash,et al.  From Oceans to Farms: The Value of a Novel Statistical Climate Forecast for Agricultural Management , 2005 .

[52]  Wayne C. Palmer,et al.  Keeping Track of Crop Moisture Conditions, Nationwide: The New Crop Moisture Index , 1968 .

[53]  D. Jupp,et al.  Estimating one-time-of-day meteorological data from standard daily data as inputs to thermal remote sensing based energy balance models , 1999 .

[54]  D. Holzworth,et al.  The value of skill in seasonal climate forecasting to wheat crop management in a region with high climatic variability , 1996 .

[55]  Sue Morgan,et al.  Proceedings of a workshop , 2006, Cancer.

[56]  Thian Yew Gan,et al.  Drought indices and their application to East Africa , 2003 .

[57]  John O. Carter,et al.  Using spatial interpolation to construct a comprehensive archive of Australian climate data , 2001, Environ. Model. Softw..

[58]  D. Jupp,et al.  Using covariates to spatially interpolate moisture availability in the Murray–Darling Basin: A novel use of remotely sensed data , 2002 .

[59]  Tim R. McVicar,et al.  A Review of Predictive Modelling from a Natural Resource Management Perspective: The Role of Remote Sensing of the Terrestrial Environment , 2003 .

[60]  Holger Meinke,et al.  Assessing exceptional drought with a cropping systems simulator: a case study for grain production in northeast Australia , 1998 .

[61]  M. England,et al.  What causes southeast Australia's worst droughts? , 2009 .

[62]  N. Nicholls,et al.  Applications of seasonal climate forecasting in agricultural and natural ecosystems : the Australian experience , 2000 .

[63]  C. Tucker,et al.  A comparative study of NOAA–AVHRR derived drought indices using change vector analysis , 2006 .

[64]  Tim R. McVicar,et al.  Rapidly assessing the 1997 drought in Papua New Guinea using composite AVHRR imagery , 2001 .

[65]  J. R. Ritchie,et al.  Description and performance of CERES-Wheat: a user-oriented wheat yield model , 1985 .

[66]  D. H. White,et al.  An evaluation of the impact of long-range climate forecasting on the physical and financial performance of wool-producing enterprises in Victoria , 1995 .

[67]  T. Lyons,et al.  A simple model to forecast wheat yield in Western Australia , 1989 .

[68]  Graeme L. Hammer,et al.  A simple regional-scale model for forecasting sorghum yield across North-Eastern Australia , 2005 .

[69]  T. Yamagata,et al.  Influence of the Indian Ocean Dipole on the Australian winter rainfall , 2003 .

[70]  Kemachandra Ranatunga,et al.  GROWEST PLUS: A tool for rapid assessment of seasonal growth for environmental planning and assessment , 2007, Environ. Model. Softw..

[71]  D. Wilhite,et al.  Objective Quantification of Drought Severity and Duration , 1999 .

[72]  Thomas A. McMahon,et al.  Global Runoff: Continental Comparisons of Annual Flows and Peak Discharges , 1992 .

[73]  Peter Carberry,et al.  Constraints and opportunities in applying seasonal climate forecasts in agriculture , 2007 .

[74]  D. Wilhite,et al.  Monitoring the 1996 Drought Using the Standardized Precipitation Index , 1999 .

[75]  P. J. Ross,et al.  Efficient numerical methods for infiltration using Richards' equation , 1990 .

[76]  Qi Hu,et al.  EFFECTS OF TEMPERATURE ANOMALIES ON THE PALMER DROUGHT SEVERITY INDEX IN THE CENTRAL UNITED STATES , 2000 .

[77]  T. McVicar,et al.  Wind speed climatology and trends for Australia, 1975–2006: Capturing the stilling phenomenon and comparison with near‐surface reanalysis output , 2008 .

[78]  R. Daubenmire Steppe vegetation of Washington. , 1970 .

[79]  V. U. Smakhtin,et al.  Automated estimation and analyses of meteorological drought characteristics from monthly rainfall data , 2007, Environ. Model. Softw..

[80]  R. L. Heathcote Managing the droughts? Perception of resource management in the face of the drought hazard in Australia , 1991 .

[81]  N. Nicholls Sea surface temperatures and Australian winter rainfall , 1989 .

[82]  N. Nicholls The Changing Nature of Australian Droughts , 2004 .

[83]  E. Jong,et al.  The soil moisture regime under native grassland , 1975 .

[84]  A. Huete,et al.  Overview of the radiometric and biophysical performance of the MODIS vegetation indices , 2002 .

[85]  S. Morid,et al.  Comparison of seven meteorological indices for drought monitoring in Iran , 2006 .

[86]  C. W. Thornthwaite,et al.  The Climates of North America: According to a New Classification , 1931 .

[87]  F. Kogan Remote sensing of weather impacts on vegetation in non-homogeneous areas , 1990 .

[88]  D. Stephens Objective criteria for estimating the severity of drought in the wheat cropping areas of Australia , 1998 .

[89]  W. Drosdowsky,et al.  NOTES AND CORRESPONDENCE: Near-Global Sea Surface Temperature Anomalies as Predictors of Australian Seasonal Rainfall. , 2001 .

[90]  Donald A. Wilhite,et al.  Drought : a global assessment , 2000 .

[91]  I. Smith,et al.  Evidence for decadal variability in southern Australian rainfall and relationships with regional pressure and sea surface temperature , 2000 .

[92]  G. Pickup,et al.  A simple model for predicting herbage production from rainfall in rangelands and its calibration using remotely-sensed data , 1995 .

[93]  Lu Zhang,et al.  Response of mean annual evapotranspiration to vegetation changes at catchment scale , 2001 .

[94]  Vivek K. Arora,et al.  The use of the aridity index to assess climate change effect on annual runoff , 2002 .

[95]  A. Barr,et al.  Evaluation of the Palmer Drought Index on the Canadian Prairies , 1996 .

[96]  C. Reason,et al.  Multidecadal Variability in the Climate System over the Indian Ocean Region during the Austral Summer. , 1995 .

[97]  Roger Jones,et al.  Comparison of suitable drought indices for climate change impacts assessment over Australia towards resource management , 2008 .

[98]  M. Frere,et al.  Agrometeorological crop monitoring and forecasting , 1979 .

[99]  Gavin J. Bowden,et al.  Toward long-lead operational forecasts of drought: An experimental study in the Murray-Darling River Basin , 2008 .

[100]  Alan K. Knapp,et al.  Effect of Fire and Drought on the Ecophysiology of Andropogon gerardii and Panicum virgatum in a Tallgrass Prairie , 1985 .

[101]  N. Nicholls,et al.  Seasonal Relationships between Australian Rainfall and the Southern Oscillation , 1983 .

[102]  M. Hayes,et al.  An evaluation of the Standardized Precipitation Index, the China‐Z Index and the statistical Z‐Score , 2001 .

[103]  T. McKee,et al.  Drought monitoring with multiple time scales , 1995 .

[104]  Donald A. Wilhite,et al.  The Enigma of Drought , 1993 .

[105]  A. Rose DROUGHT IN AUSTRALIA. , 1952 .

[106]  Michael L. Roderick,et al.  On the attribution of changing pan evaporation , 2007 .

[107]  Andrew D. Moore,et al.  GRAZPLAN: Decision support systems for Australian grazing enterprises. III. Pasture growth and soil moisture submodels, and the GrassGro DSS , 1997 .