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Annual, Seasonal and Monthly Trend Analysis of Temperature in Kazakhstan During 1970–2017 Using Non-parametric Statistical Methods and GIS Technologies

Ishfaq Farooq, Abdul Rauf Shah, Kashif Majeed Salik, Mujtaba Ismail

2021Earth Systems and Environment25 citationsDOI

Topics & Concepts

Climate changeGeographyEnvironmental scienceMean radiant temperatureEstimatorClimatologyTrend analysisSeasonalityPhysical geographyStatisticsMathematicsEcologyBiologyGeologyClimate variability and modelsHydrology and Drought AnalysisClimate change impacts on agriculture
Annual, Seasonal and Monthly Trend Analysis of Temperature in Kazakhstan During 1970–2017 Using Non-parametric Statistical Methods and GIS Technologies | Litcius