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Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization, Bet Dagan 50 250

Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

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Page 1: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Much variation but little change

Rafael Rosa and Gerald Stanhill

Institute of Soil, Water and Environmental research, Agricultural Research Organization, Bet Dagan 50 250

Page 2: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Annual volume of rain falling in Israel is the most important although not the only factor determining the national water supply.

Nationwide approach to annual precipitations characteristics.

Page 3: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Assess size and nature of inter-annual variation in national water supply.

Examine if any significant changes have occurred.

Page 4: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

MAPS: 1930-1947 published by Palestine Mandate

Meteorological Service. Since 1948 provided by Israel

Meteorological Service. All the series are based on area within

British Mandate borders.

Page 5: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

1931-1998 gravimetric method. Since 1998 using AutoCad software. Software’s model calibrated with previous

analysis by comparison of two years’ results.

99% agreement. Errors present in the whole analysis,

starting from rain gage error at individual site.

Page 6: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 7: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 8: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 9: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 10: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 11: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 12: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 13: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 14: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 15: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 16: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

mm rainfall

Page 17: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Statistical techniques used include:

Non parametric – needed to test significance of trends because of non independence of annual values in climate time series.

Spectral analysis – to test possible cycles, periodicity.

Standard parametrical methods – used to quantify trends.

Page 18: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

No significant trend observed during the whole period.

Changes in trend are also non significant.

Page 19: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

All values below line represent White Noise. Not significant.

Peaks at 2.7, 3.2 and 3.9 years may be associated with intensity of the Hadley Cell circulation system.

Peak at 13.5 years not previously reported.

Page 20: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Non significant increase (0.0002 ± 0.0103 Km3 per year)

Confirms previous results based on analysis of individual time series.

Page 21: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

No relation between annual rainfall volume and air temperature.

Page 22: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Mean Volume = 7.97 Km3 Median = 7.80 Km3 Standard deviation = 2.03 Km3

Page 23: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Mean Volume = 7.97 Km3 Median = 7.80 Km3 Standard deviation = 2.03 Km3

Page 24: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,
Page 25: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

28% of values outside ± 1 standard deviation limit.

3% of values outside ± 2 standard deviation limit.

1 value above ± 3 standard deviation limit (1991)

Page 26: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

There is a lack of very dry years or very dry spells.

Exceptional volume in 1991affects graph but not qualitative trend.

Page 27: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

There is a lack of very dry years or very dry spells.

Exceptional volume in 1991affects graph but not qualitative trend.

Page 28: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Length: not more than x years

More total runs above median than total runs below median – 15 above, 6 below

Longest run below median (1957-1962). More short runs above median.

Wetter than median Drier than median2 years 3 years 4 years 5 years 6 years 2 years 3 years 4 years 5 years 6 years

13 1 1 0 0 1 3 1 0 1

Page 29: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Difference between observed and expected number of runs.

Short wet runs are more than expected.

Wetter than median Drier than median2 years 3 years 4 years 5 years 6 years 2 years 3 years 4 years 5 years 6 years

Observed Observed13 1 1 0 0 1 3 1 0 1

Expected Expected10 5 2.5 1.25 0.65 10 5 2.5 1.25 0.65

Page 30: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Over the last 78 years there is no evidence for a long term trend in national water supply by rainfall.

The only non random feature of the rain series is the under representation of short dry runs.

Page 31: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,
Page 32: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

Considering a “run” as a sequence of values all higher (or lower) than the median.

Not considering length of each run. 45 runs detected. Series homogeneous for 1%, 5% and 10%

level of significance.

Page 33: Much variation but little change Rafael Rosa and Gerald Stanhill Institute of Soil, Water and Environmental research, Agricultural Research Organization,

For two cover types.