Satellite normalized difference vegetation index data used in managing Australian plague locusts

Abstract The Australian Plague Locust Commission (APLC) has a mandated role in monitoring, forecasting, and managing populations of key locust species across four Australian states. Satellite normalized difference vegetation index (NDVI) imagery is used to monitor vegetation condition in locust habitat and is integrated with mapping software to support forecasting and operations within the strategic framework of APLC activities. The usefulness of NDVI data for monitoring locust habitats is tested using historical control and survey records for the Australian plague locust, Chortoicetes terminifera (Walker). In arid habitat areas, control of high-density nymphal populations was consistently associated with high and increased relative NDVI during summer and autumn, providing important information for locating possible infestations. Regression models of NDVI data and regional biogeographic factors were fitted to summer survey records of C. terminifera presence and abundance. Models identified increased vegetation greenness, measured by a one-month positive change in NDVI, as having a significant positive relationship with nymph distributions, while NDVI was significant in adult distributions. Seasonal rainfall regions and a binary habitat stratification were significant explanatory factors in all models.

[1]  Yuejin Zhang,et al.  Monitoring East Asian migratory locust plagues using remote sensing data and field investigations , 2005 .

[2]  E. Deveson,et al.  Not a one-way trip: historical distribution data for Australian plague locusts support frequent seasonal exchange migrations , 2005 .

[3]  K. Bryceson.  The use of Landsat MSS data to determine the locust eggbeds of locust eggbeds in the Riverina region of New South Wales, Australia , 1989 .

[4]  Don R. Reynolds,et al.  Radar Entomology: Observing Insect Flight and Migration , 2013 .

[5]  C. Tucker,et al.  Satellite remote sensing of primary production , 1986 .

[6]  K. Bryceson.  Digitally processed satellite data as a tool in detecting potential Australian plague locust outbreak areas. , 1990 .

[7]  K. Bryceson,et al.  Use of Remotely-Sensed Data in the Australian Plague Locust Commission , 1993 .

[8]  R. Graetz,et al.  Satellite remote sensing of Australian rangelands , 1987 .

[9]  J. F. O'Callaghan,et al.  The application of Landsat image data to rangeland assessment and monitoring: the development and demonstration of a land image-based resource information system (LIBRIS) , 1986 .

[10]  K. Wardhaugh.  The effects of temperature and photoperiod on the induction of diapause in eggs of the Australian plague locust, Chortoicetes terminifera (Walker) (Orthoptera: Acrididae). , 1980 .

[11]  K. Wardhaugh.  Diapause Strategies in the Australian Plague Locust (Chortoicetes terminifera Walker) , 1986 .

[12]  D. Contreras,et al.  A molecular phylogenetic analysis of the Oedipodinae and their intercontinental relationships , 2007 .

[13]  David Murray,et al.  Estimating invertebrate pest losses in six major Australian grain crops , 2013 .

[14]  Stuart R. Phinn,et al.  Estimates of bare ground and vegetation cover from Advanced Spaceborne Thermal Emission and Reflection Radiometer (ASTER) short-wave-infrared reflectance imagery , 2008 .

[15]  K. Bryceson,et al.  Acquisition and use of low-cost meteorological satellite data in the Australian plague locust commission. , 1990 .

[16]  R. Farrow.  Origin and Decline of the 1973 Plague Locust Outbreak in Central Western New South Wales. , 1977 .

[17]  Robert A. Cheke,et al.  Can NDVI GAC imagery be used to monitor desert locust breeding areas , 2006 .

[18]  D. Hunter,et al.  Rainfall sequences leading to population increases of Austracris guttulosa (Walker) (Orthoptera: Acrididae) in arid north‐eastern Australia , 1999 .

[19]  Michael F. Hutchinson,et al.  New developments and applications in the ANUCLIM spatial climatic and bioclimatic modelling package , 2013, Environ. Model. Softw..

[20]  V. A. Drake,et al.  Insect monitoring radar: retrieval of wingbeat information from conical-scan observation data , 2004 .

[21]  R. Farrow.  Population Dynamics of the Australian Plague Locust, Chortoicetes Terminifera (Walker), in Central Western New South Wales. I. Reproduction and Migration in Relation to Weather. , 1979 .

[22]  R. Farrow,et al.  Comparison of the annual rates of increase of locusts in relation to the incidence of plagues. , 1986 .

[23]  Keith Cressman,et al.  The Use of New Technologies in Desert Locust Early Warning , 2008 .

[24]  Stephen J. Simpson,et al.  Phase polyphenism in locusts: mechanisms, population consequences, adaptive significance and evolution. , 2009 .

[25]  I. D. Cresswell,et al.  An interim biogeographic regionalisation for Australia: a framework for setting priorities in the national reserves system cooperative , 1995 .

[26]  D. Wright.  Economic assessment of actual and potential damage to crops caused by the 1984 locust plague in South-eastern Australia , 1986 .

[27]  R. Farrow.  Population Dynamics of the Australian Plague Locust, Chortoicetes Terminifera (Walker) in Central Western New South Wales Iii. Analysis of Population Processes. , 1982 .

[28]  Kim P. Bryceson,et al.  An analysis of the 1984 locust plague in Australia using multitemporal landsat multispectral data and a simulation model of locust development , 1986 .

[29]  C. Rao,et al.  Revised post-launch calibration of the visible and near-infrared channels of the Advanced Very High Resolution Radiometer (AVHRR) on the NOAA-14 spacecraft , 1999 .

[30]  I. T Harman,et al.  Insect monitoring radar: stationary-beam operating mode , 2002 .

[31]  Sidney A. Gauthreaux.  Radar Entomology: Observing Insect Flight and Migration V. Alistair Drake Don R. Reynolds , 2013, Animal Behaviour.

[32]  D. Hunter,et al.  Identification and monitoring of Australian plague locust habitats from landsat , 1983 .

[33]  D. Hunter,et al.  Adaptations of locusts and grasshoppers to the low and variable rainfall of Australia , 2001 .

[34]  M. Steinbauer,et al.  Relating rainfall and vegetation greenness to the biology of spur‐throated and Australian plague locusts , 2011 .

[35]  D. Clark.  Night flights of the Australian plague locust, Chortoicetes terminifera Walk., in relation to storms , 1969 .

[36]  C. Tucker.  Red and photographic infrared linear combinations for monitoring vegetation , 1979 .

[37]  K. Bryceson.  Likely locust infestation areas in western New South Wales, Australia, located by satellite , 1991 .

[38]  R. Sivanpillai,et al.  Mapping locust habitats in River Ili Delta, Kazakhstan, using Landsat imagery , 2006 .

[39]  D. Clark.  Flights after sunset by the Australian plagye locust, Chortoicetes terminifera (Walk.) and their significance in dispersal and migration , 1971 .

[40]  D. E. Wright,et al.  Analysis of the development of major plagues of the Australian plague locust Chortoicetes terminifera (Walker) using a simulation model , 1987 .

[41]  C. Rao,et al.  Post-launch calibration of the visible and near-infrared channels of the Advanced Very High Resolution Radiometer on the NOAA-14 spacecraft , 1996 .

[42]  M. Melville,et al.  The rapid and long‐lasting growth of grasses following small falls of rain on stony downs in the arid interior of Australia , 1994 .

[43]  I. Noble,et al.  Estimating woody and herbaceous vegetation cover from time series satellite observations , 1999 .

[44]  D. Hunter.  Advances in the control of locusts (Orthoptera: Acrididae) in eastern Australia: from crop protection to preventive control , 2004 .