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2015 | 29 | 2 |

Tytuł artykułu

Multi-trait analysis of agroclimate variations during the growing season in east-central Poland (1971-2005)


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The work is based on meteorological data recorded by nine stations of the Institute of Meteorology and Water Management located in east-central Poland from 1971 to 2005. The region encompasses the North Podlasian Lowland and the South Podlasian Lowland. Average values of selected agroclimate indicators for the growing season were determined. Moreover, principal component analysis was conducted to indicate elements that exerted the greatest influence on the agroclimate. Also, cluster analysis was carried out to select stations with similar agroclimate. Ward method was used for clustering and the Euclidean distance was applied. Principal component analysis revealed that the agroclimate of east-central Poland was predominantly affected by climatic water balance, number of days of active plant growth, length of the farming period, and the average air temperature during the growing season (Apr-Sept). Based on the analysis, the region of east-central Poland was divided into two groups (areas) with different agroclimatic conditions. The first area comprized the following stations: Szepietowo and Białowieża located in the North Podlasian Lowland and Biała Podlaska situated in the northern part of the South Podlasian Lowland. This area was characterized by shorter farming periods and a lower average air temperature during the growing season. The other group included the remaining stations located in the western part of both the Lowlands which was warmer and where greater water deficits were recorded.

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  • Department of Agrometeorology and Land Reclamation, University of Natural Sciences and Humanities in Siedlce, Prusa 14, 08-110 Siedlce, Poland
  • Department of Quantitative Methods and Spatial Management, University of Natural Sciences and Humanities in Siedlce, Prusa 14, 08-110 Siedlce, Poland


  • Banaszkiewicz B., Grabowska K., and Szwejkowski Z., 2004. Description of precipitation in Warmia-Masuria Province in 2000-2002. Acta Agrophysica, 3(1), 5-11.
  • Bochenek W., 2012. Evaluation of precipitation at the IG and SO PAS research station in Szymbark during 40-year period (1971-2010) and its impact on the variability of runoff from the Bystrzanka stream basin. Woda-Środowisko-Obszary Wiejskie, 12, 2(38), 29-44.
  • Gong X. and Richman M.B., 1995. On the application of cluster analysis to growing season precipitation data in North America East Rockies J. Climate, 8(4), 897-931.
  • Goovaerts P., 1997. Geostatistics for natural resources evaluation. Oxford University Press, New York, USA.
  • Górniak A., 2000. Climate of Podlasie Province. IMGW Białystok Branch, Białystok, Poland.
  • Holden N.M. and Brereton A.J., 2004. Definition of agroclimatic regions in Ireland using hydrothermal and crop yield data. Agric. Forest Meteorol., 122, 175-191.
  • Kasina M., 2008. Variation of snow cover chemistry between Kraków and the Upper Silesian Industrial Area. Prace Geograficzne UJ, Kraków, 120, 51-64.
  • Królczyk J. and Tukiendorf M., 2008. Research on the impact of mass fractions of multi-element granular structure on the mixing process. Int. Agrophys., 22, 45-52.
  • Kundzewicz Z.W., 2011. Changes in the climate – their causes and consequences – observations and projections. Landform Analysis, 15, 39-49.
  • Kuś J. and Krasowicz S., 2001. Natural and organisational conditions of sustainable development of agricultural holdings. Pamiętniki Puławskie, 124, 273-295.
  • Legates D.R. and McCabe G.J., 2005. A re-evaluation of the average annual global water balance. Physical Geography, 26, 467-479.
  • Lionello P. and Sanna A., 2005. Mediterranean wave climate variability and its links with NAO and Indian Monsoon. Climate Dynamics, 25, 611-623.
  • Miller H.J., 2004. Tobler’s First Law and Spatial Analysis. Annals Assoc. American Geographers, 94,(2), 284-289.
  • Paltineanu C., Chitu E., and Mateescu E., 2012. New trends for reference evapotranspiration and climatic water deficit. Int. Agrophys., 26, 159-165.
  • Pineda-Martínez L.F., Carbajal N., and Medina-Roldán E., 2007. Regionalization and classification of bioclimatic zones in the central-northeastern region of Mexico using principal component analysis (PCA). Atmósfera, 20(2), 133-145.
  • Przeździecki K., Zawadzki J., and Sikorski W., 2014. Obtaining free data at – an online weather service. Roczniki Geomatyki, XII, 3(65), 317-326.
  • Shahbazi F., Jafarzadeh A., Sarmadian F., Neyshaboury M.R., Oustan S., Anaya-Romero M., Lojo M., and de la Rosa D., 2009. Climate change impact on land capability using MicroLEIS DSS, Int. Agrophys., 23, 277-286.
  • Stanisz A., 2007. An easy course in statistics using STATISTICA PL software and medical examples. Multidimensional Analyses. Stat Soft Kraków, Poland.
  • Starkel L. and Kundzewicz Z.W., 2008. Consequences of chan-ges in the climate on the spatial management of the country. Nauka, 1, 85-101.
  • Stuczyński T., Budzyńska K., Gawrysiak L., and Zalewski A., 2000. Evaluation of agricultural production area in Poland. Biul. Inf. IUNG, 12, 4-17.
  • Ścigalska B. and Łabuz B., 2009. Analysis of variation of pluviometric conditions from April to July in the Kraków area (1961-1990). Acta Agrophysica, 13(2), 505-521.
  • Thuiller W., 2004. Patterns and uncertainties of species’ range shifts under climate change. Global Change Biology, 10, 2020-2027.
  • Tosheva E. and Alexandrova P., 2004. Influence of some meteo-rological factors on fertilizer use efficiency in winter wheat growing. Int. Agrophysics, 18, 285-288.
  • Twardosz R., Niedźwiedź T., and Łupikasza E., 2011. The influence of atmospheric circulation on the type of precipitation (Kraków, southern Poland). Theoretical and Applied Climatology, 104, 233-250.
  • Ufnowska J., Kopiński J., and Madej A., 2001. Regional diversification of animal production in Poland. Pamiętniki Puławskie, 124, 395-402.
  • Usowicz B., Marczewski W., Usowicz J. B., Łukowski M. and Lipiec J., 2014. Comparison of surface soil moisture from SMOS satellite and ground measurements. Int. Agrophys., 28, 359-369.
  • Widmann M. and Schär C.A., 1997. Principal component and longterm trend analysis of daily precipitation in Switzerland. Int. J. Climatology, 17(12), 1333-1356.
  • Zawadzki J., 2002. Utilisation of geostatistical data for spatial data analysis. Wiadomości Statystyczne Głównego Urzędu Statystycznego, 12, 23-37.
  • Zawadzki J., 2011. Geostatistical methods for natural sciences and technical fields of study. Oficyna Wydawnicza Politechniki Warszawskiej, Poland.
  • Zawadzki J. and Kędzior M., 2014. Statistical analysis of soil moisture content changes in Central Europe using GLDAS database over three past decades. Central Eur. J. Geosci., 6, 344-353.
  • Ziernicka-Wojtaszek A., 2009. Verification of agricultural and climatic regionalization of Poland in the light of modern changes in the climate. Acta Agrophysica, 13(3), 803-812.
  • Ziernicka-Wojtaszek A. and Zawora T., 2008. Pluviometric diversification of Poland in the light of present-day climate change. Acta Agrophysica, 12(1), 289-297.
  • Żarski J., Dudek S., and Kuśmierek-Tomaszewska R., 2010. Tendencies in air temperature change in the area of Bydgoszcz. Infrastruktura i Ekologia Terenów Wiejskich, 2, 131-141.
  • Żmudzka E. and Dobrowolska M., 2001. Thermal growing season in Poland – spatial variation and time variability. Scientific Reviev Engineering and Environmental Sciences, 21, 75-80.



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