Detection of statistically significant trends in the summer precipitation of mainland Spain
Introduction
Over the 20th century, annual zonally averaged precipitation increased about 7% to 12% for the zones 30°N to 85°N in emerged landmasses in the Northern hemisphere, except in the Far East (IPCC, 2001). There is a general consensus about a number of changes in precipitation during the 20th century. It has also been noted that in middle latitudes—where most of the world's population lives—changes occur on a regional scale. However, in the zone between 10°N and 30°N the precipitation over emerged landmasses has decreased in 0.3%. In tropical latitudes, there seems to be an increase of approximately 0.2% to 0.3%. The data illustrate a number of changes that seem to be taking place. These changes are usually put down to global warming, which favors convectivity and distributes precipitation differently Woodward and Gray, 1993, Hansen and Lebedeff, 1987.
Other authors such as Wetherald and Manabe (1995) present models pointing towards the existence of certain regions with summer droughts, where the drought may extend over other seasons of the year. This fact is especially important in those territories that are characteristic for their aridity.
In the Mediterranean area, precipitation is scarce and water requirements are increasing. Consequently, the amount of precipitated water is a very important variable within the sustainable development framework in the area. Some authors have found (Piervitali et al., 1998) a negative trend in precipitation from the 1950s in the Mediterranean Basin. The summer period is of special relevance because the precipitation is convective and the water requirements of the population and of agricultural and industrial activities are constantly increasing. The problem is more serious in the southwest of Europe, since the area is visited every summer by millions of tourists demanding large rates of water. Hence, it is important to establish trends of precipitation series during the summer months in Spain.
There has been a pattern of continued aridity since the late 1960s trough North Africa south of Sahara. This effect is most persistent in the western region (Nicholson, 1993). Is this signal detected in the western Mediterranean region of Europe? The Iberian Peninsula is separated from the North of Africa by only a few kilometers and the question is: are there noticeable changes in the trends of summer precipitation in the Iberian Peninsula?
This paper presents an analysis of the trends of precipitation series in Mainland Spain between 1961 and 1990. In Spain, a vast network of rainfall stations records precipitation data on a daily basis. The orography varies a lot from one region to another and the mainland is influenced by either the Atlantic climate or by the Mediterranean climate. Taking into account this variability, the analysis was carried out using the data from as many different stations as possible. The aim is to study zones with/without climatic changes in summer precipitation. The paper describes the methodology used for the detection of the trends in the summer precipitation series and presents the results found. In addition, the paper includes the methodology employed to locate the regions with clear trends in monthly precipitation series in the period when the precipitation is convective.
Section snippets
Preliminary analysis
The final aims stated, the first step is a preliminary analysis of precipitation series in Mainland Spain. Several criteria have to be taken into account in order to select the stations with precipitation series that allow the identification of areas with climatic trends. This selection implies the following questions:
- 1.
What are the criteria for relying on the precipitation series?
- 2.
What spatial density of rainfall stations should be used?
- 3.
What time period is it necessary to study in order to reach
Detection of trends in precipitation series
Numerous authors like Steinberger and Gazit-Yaari (1996), Keim and Cruise (1998), Aizen et al. (1997) and Metcalfe et al. (1997) prefer to carry out a linear trend analysis to detect changes in the precipitation for an annual period or for a single season. The advantage of this method is its simplicity. However, it presents a great difficulty to establish the year in which the new trend began. Following Sneyers (1990), the Mann–Kendall (Kendall, 1975) test was used for this study because it
Areas showing the same trend
In climate research, it is important to have a reliable database. Considering the strict conditions imposed, the database used in this paper can be regarded as reliable. The Mann–Kendall test has revealed some series with well-defined trends. Whenever a particular trend has been found in the precipitation series in one time period, the same statistically significant trends would be expected in the precipitation series of nearby rainfall stations in the same time period. The rainfall stations
Discussion
The results shown in the figures lead us to establish the following points:
- 1.
In all cases the rainfall stations showing trends, be they positive or negative, tend to be grouped together and there are hardly any “bull's eyes”. The change in climate trends tends to be gradual, so the fact that the stations with statistically significant trends are grouped together may indicate that the technique employed has been correct.
- 2.
In the months of June and September, approximately 60,000 and 50,000 km2,
Acknowledgements
The authors thank Noelia Ramón for translating the paper into proper English and Antonio Martinez for the figures. This work is supported by the project CICYT REN 2000-1210 CLI, ADV Terres de Ponent and Diputación General de Aragón.
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