potential impact of climate change on length of ignition ......potential impact of climate change on...
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Potential impact of climate change on length of ign ition danger season in Mediterranean shrubland of North SardiniaGrazia Pellizzaro1, Bachisio Arca1, Andrea Ventura1, Pierpaolo Duce1, Valentina Bacciu2, Enrico Scoccimarro2
1 National Council of Research, Institute of Biometeorology (CNR-IBIMET), Sassari, Italy2CMCC Euro-Mediterranean Center for Climate Changes, Italy
The main aim of this work is to identify useful too ls to forecast impacts of expected climate change on live fuel moisture content (Live FMC) in Mediter ranean shrublands.
Moisture content of fine live fuel (diameter < 0.6 cm) was determined periodically during four years on several Mediterranean shrub dominant species of the study area : Cistus monspeliensis L., Pistacialentiscus L., and Juniperusphoenicaea L.Meteorological variables were also recorded.
The potential climate change impact on ignition dan ger season in Mediterranean Basin shrubland was simulated using the Drought code and future climate scenarios at local scale derived from an advanced high resolution Regional Climate Model realised by C MCC and University of Belgrade (SITRA project).
In order to compare different years DC was expresse d as percentage of his maximum value during the differen t seasons. The thresholds for estimating the start an d the end of ignition danger season were calculated by an alysingtwo different data series: data from beginning of y ear until the date in which the drought code reached his maxi mum value were analysed for estimating the start date, w hereas, the others were used for estimating the end of dang er season.
An increase of length of danger fire season was obs erved for scenario A1B.The first results reported here suggest that future climate projections could determine changes in fuel moistur e dynamics and affect the duration of the danger fire season. As a consequence of this fact a probable general in crease of fire danger in the Mediterranean area could be e xpected.
Relation between Drought code and live fuel moistur e content
Expected impacts of climate change on fuel statusDifferences in number of days between Starting and Ending dates estimated using data from the Regional Climate Model for baseline(1961 – 1990) and A1B scenario (2071 – 2100)
Live fuel moisture content annual pattern
The 90th percentile value is about 60% of maximum valuereached during the different seasons for ending date and about 40 % for starting date
The study was carried out in North Western Sardinia, Italy (40°36’ N; 8°09’ E, 30 m a.s.l.). The study area is covered by Mediterranean maquis and garigue. The climate is Mediterranean.
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Ending date
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Day of the Year
Live
FM
C (%
)R
ainf
all (
mm
)
01002003004005006007008009001000
Dro
ught
cod
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rainfall Cistus Rosmarinus Drought code
2005
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8 49 77 105
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Day of the Year
Live
FM
C (%
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ainf
all (
mm
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01002003004005006007008009001000
Dro
ught
cod
e
Rainfall Cistus Rosmarinus Drought code
2008
Dependent variable
AIC Akaike Information
Criterion
P-value Hosmer Lemeshow Chi-
Square
% Correct classification
Cistus 62.82 0.65** 82.8
Juniperus 76.93 0.22** 81.7
Pistacia 44.82 0.93** 90.3
Rosmarinus 54.19 0.25** 84.9
Different ranges and seasonal trends of live fuel moisture were observed for the species examined. The highest variability was observed for Cistus and Rosmarinus.
The logistic regression approach was used in order to establish the relationship between the danger season and DC. The danger season was classified as a binary response (true/false) by using a threshold of LFMC of 100%.
The DC explains a large amount of the variability i n the variable drought season. The model based on DC provided sign ificant values of the Hosmer and Lemeshow test, indicating no evidence of a lack of fit; in addition, the models provided highvalues of correct classification for all the specie s. Estimating starting and ending dates of danger seas on
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Day of the Year
Live
FM
C (
%)
Cistus 05 Cistus 07 Cistus 08 Cistus 09Rosmarinus 05 Rosmarinus 07 Rosmarinus 08 Rosmarinus 09
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1 15 29 43 57 71 85 99 113
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Day of the Year
Live
FM
C (
%)
Juniperus 05 Juniperus 07 Juniperus 08 Juniperus 09 Pistacia 05Pistacia 07 Pistacia 08 Pistacia 09
Statistical parameters provided by the logistic ana lysis
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Per
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Starting date
Percentile curve for Drought code considering live fuel moisture data higherthan 100%.
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Per
cent
ile
LFMC > 100%All species
LFMC > 100%All species
Ending date