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  1. The origins of kriging: Mathematical Geology, Vol. 22, No. 3. (1 April 1990), pp. 239-252.In this article, kriging is equated with spatial optimal linear prediction, where the unknown random-process mean is estimated with the best linear unbiased estimator. This allows early appearances of (spatial) prediction techniques to be assessed in terms of how close they came to kriging.Noel Cressie

    Source: Mathematical Geology, Vol. 22, No. 3. (1 April 1990), pp. 239-252.

  2. Deriving meteorological variables across Africa for the study and control of vector-borne disease: a comparison of remote sensing and spatial interpolation of climate.: Trop Med Int Health, Vol. 4, No. 1. (January 1999), pp. 58-71.This paper presents the results of an investigation into the utility of remote sensing (RS) using meteorological satellites sensors and spatial interpolation (SI) of data from meteorological stations, for the prediction of spatial variation in monthly climate across continental Africa in 1990. Information from the Advanced Very High Resolution Radiometer (AVHRR) of the National Oceanic and Atmospheric Administration 's (NOAA) polar-orbiting meteorological satellites was used to estimate land surface temperature (LST) and atmospheric moisture. Cold cloud duration (CCD) data derived from the High Resolution Radiometer (HRR) on-board the European Meteorological Satellite programme's (EUMETSAT) Meteosat satellite series were also used as a RS proxy measurement of rainfall. Temperature, atmospheric moisture and rainfall surfaces were independently derived from SI of measurements from the World Meteorological Organization (WMO) member stations of Africa. These meteorological station data were then used to test the accuracy of each methodology, so that the appropriatenes s of the two techniques for epidemiologica l research could be compared. SI was a more accurate predictor of temperature, whereas RS provided a better surrogate for rainfall; both were equally accurate at predicting atmospheric moisture. The implications of these results for mapping short and long-term climate change and hence their potential for the study and control of disease vectors are considered. Taking into account logistic and analytical problems, there were no clear conclusions regarding the optimality of either technique, but there was considerable potential for synergy.SI Hay, JJ Lennon

    Source: Trop Med Int Health, Vol. 4, No. 1. (January 1999), pp. 58-71.

  3. Relations between Surface Temperature and Air Temperature on a Local Scale during Winter Nights: Journal of Applied Meteorology, Vol. 39, No. 9. (1 September 2000), pp. 1570-1579.The relations between surface temperature and air temperature on clear winter nights were investigated with regard to spatial scale and the vegetation effect at a local meteorological scale. The study was based on nighttime images obtained from the Landsat Thematic Mapper and high-density meteorological data obtained from the Automated Meteorological Data Acquisition System (AMeDAS). The correlation coefficients between the air temperatures and the surface temperatures at the AMeDAS stations were relatively high despite the simple comparison. Surface temperature alone explained 80% of the observed variation in air temperature. The spatial scales of the effect of surface temperature on air temperature and the effect of vegetation density on air temperature were related to the mean lapse rate of the atmospheric boundary layer. Air temperature was more sensitive to vegetation density when the mean lapse rate of the atmospheric boundary layer was smaller. Accuracy in the estimation of air temperature from satellite-deri ved surface temperature data was improved by multiple regression using the spatially averaged surface temperature and normalized difference vegetation index.Shigeto Kawashima, Tomoyuki Ishida, Mitsuo Minomura, Tetsuhisa Miwa

    Source: Journal of Applied Meteorology, Vol. 39, No. 9. (1 September 2000), pp. 1570-1579.

  4. Climate change cannot explain the upsurge of tick-borne encephalitis in the baltics.: PLoS ONE, Vol. 2 (2007)BACKGROU ND: Pathogens transmitted by ticks cause human disease on a greater scale than any other vector-borne infections in Europe, and have increased dramatically over the past 2-3 decades. Reliable records of tick-borne encephalitis (TBE) since 1970 show an especially sharp upsurge in cases in Eastern Europe coincident with the end of Soviet rule, including the three Baltic countries, Estonia, Latvia and Lithuania, where national incidence increased from 1992 to 1993 by 64, 175 and 1,065%, respectively. At the county level within each country, however, the timing and degree of increase showed marked heterogeneity. Climate has also changed over this period, prompting an almost universal assumption of causality. For the first time, we analyse climate and TBE epidemiology at sufficiently fine spatial and temporal resolution to question this assumption. METHODOLOGY/PR INCIPAL FINDING: Detailed analysis of instrumental records of climate has revealed a significant step increase in spring-time daily maximum temperatures in 1989. The seasonal timing and precise level of this warming were indeed such as could promote the transmission of TBE virus between larval and nymphal ticks co-feeding on rodents. These changes in climate, however, are virtually uniform across the Baltic region and cannot therefore explain the marked spatio-tempora l heterogeneity in TBE epidemiology. CONCLUSIONS/SI GNIFICANCE: Instead, it is proposed that climate is just one of many different types of factors, many arising from the socio-economic transition associated with the end of Soviet rule, that have acted synergisticall y to increase both the abundance of infected ticks and the exposure of humans to these ticks. Understanding the precise differential contribution of each factor as a cause of the observed epidemiologica l heterogeneity will help direct control strategies.D Sumilo, L Asokliene, A Bormane, V Vasilenko, I Golovljova, SE Randolph

    Source: PLoS ONE, Vol. 2 (2007)

  5. HISTALP - historical instrumental climatological surface time series of the Greater Alpine Region: International Journal of Climatology, Vol. 27, No. 1. (2007), pp. 17-46.This paper describes the HISTALP database, consisting of monthly homogenised records of temperature, pressure, precipitation, sunshine and cloudiness for the 'Greater Alpine Region' (GAR, 4-19°E, 43-49°N, 0-3500m asl). The longest temperature and air pressure series extend back to 1760, precipitation to 1800, cloudiness to the 1840s and sunshine to the 1880s. A systematic QC procedure has been applied to the series and a high number of inhomogeneitie s (more than 2500) and outliers (more than 5000) have been detected and removed. The 557 HISTALP series are kept in different data modes: original and homogenised, gap-filled and outlier corrected station mode series, grid-1 series (anomaly fields at 1° × 1°, lat × long) and Coarse Resolution Subregional (CRS) mean series according to an EOF-based regionalisatio n. The leading climate variability features within the GAR are discussed through selected examples and a concluding linear trend analysis for 100, 50 and 25-year subperiods for the four horizontal and two altitudinal CRSs. Among the key findings of the trend analysis is the parallel centennial decrease/incre ase of both temperature and air pressure in the 19th/20th century. The 20th century increase (+1.2 °C/+ 1.1 hPa for annual GAR-means) evolved stepwise with a first peak near 1950 and the second increase (1.3 °C/0.6hPa per 25 years) starting in the 1970s. Centennial and decadal scale temperature trends were identical for all subregions. Air pressure, sunshine and cloudiness show significant differences between low versus high elevations. A long-term increase of the high-elevation series relative to the low-elevation series is given for sunshine and air pressure. Of special interest is the exceptional high correlation near 0.9 between the series on mean temperature and air pressure difference (high-minus low-elevation) . This, further developed via some atmospheric statics and thermodynamics , allows the creation of ?barometric temperature series? without use of the measures of temperature. They support the measured temperature trends in the region. Precipitation shows the most significant regional and seasonal differences with, e.g., remarkable opposite 20th century evolution for NW (9% increase) versus SE (9% decrease). Other long- and short-term features are discussed and indicate the promising potential of the new database for further analyses and applications.I ngeborg Auer, Reinhard Böhm, Anita Jurkovic, Wolfgang Lipa, Alexander Orlik, Roland Potzmann, Wolfgang Schöner, Markus Ungersböck, Christoph Matulla, Keith Briffa, Phil Jones, Dimitrios Efthymiadis, Michele Brunetti, Teresa Nanni, Maurizio Maugeri, Luca Mercalli, Olivier Mestre, Jean-Marc Moisselin, Michael Begert, Gerhard Müller-Westerm eier, Vit Kveton, Oliver Bochnicek, Pavel Stastny, Milan Lapin, Sándor Szalai, Tamás Szentimrey, Tanja Cegnar, Mojca Dolinar, Marjana Gajic-Capka, Ksenija Zaninovic, Zeljko Majstorovic, Elena Nieplova

    Source: International Journal of Climatology, Vol. 27, No. 1. (2007), pp. 17-46.

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