Numerical Modeling of Mountain Pine Beetle Transport by
Numerical Modeling of Mountain Pine Beetle Transport by the Wind Peter L. Jackson Brendan Murphy Benjamin Burkholder UNBC Environmental Science & Engineering With assistance from: Melissa Darney, Brenda Moore, Vera Lindsay Funded by: NRCan/CFS Mountain Pine Beetle Initiative 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004
a) b) d) c) Photo credits (clockwise from top): a) http: //www. ecoforestry. ca/jrnl_artilces/images/17 -1 -Partridge-Reuters. jpg b&c) http: //www. sparwood. bc. ca/forest/untreated. htm d) http: //www. pfc. forestry. ca/entomology/mpb/management/ silviculture/images/valley_lrg. jpg 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 2
Introduction / Motivation • MBP infestation has reached epidemic proportions in central BC affecting 4. 2 million ha and 176 million m 3 of timber • Emergence and flight in summer after 3 days of Tmax > 18 ºC but < 30°C • Peak emergence for successful mass-attack occurs when Tmax > 25 ºC 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 3
• Dispersion is – active by flight over short distances / light wind (local scale: within stand over a few km) – passive advection due to winds and turbulence above and within canopy (landscape scale: between stands perhaps 10 -100 km) • Passive transport allows epidemic to spread rapidly over great distances little is known about passive transport and this is the focus of our work 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 4
MPB Spread in BC • animation based on annual aerial survey of MPB “reds” (last year’s attack) 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 5
MPB Spread in BC • eastward movement of the “front” • spread of MPB limited by the -40 ºC annual minimum isotherm • climate chg moves -40 ºC northeastward • concern over MPB crossing the Rocky Mountains 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004
Objectives 1. Identify synoptic weather patterns present during periods of MPB dispersal (P 1. 12 by Murphy and Jackson) 2. Identify fundamental relationships between terrain features, atmospheric flows and MPB fallout zones (P 1. 7 by Moore and Jackson) 3. Assess potential for physics-based meteorological and dispersion models to estimate MPB dispersal from one year to the next 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 7
Methods • Passive transport of MPB is similar to transport and dispersion of air pollutants • CSU Regional Atmospheric Modeling System (RAMS) to simulate the atmosphere (wind, temperature, humidity, pressure, etc. on a nested 3 D grid) • The meteorological fields from RAMS will be used to calculate trajectories 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 8
composite 2002 Evolution of HC 2 composite 500 h. Pa and Lifted Index (shaded) based on NCEP Reanalysis data • as upper ridge passes atmosphere becomes moderately unstable (Lifted index negative) resulting in “thermals” 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 9
Hasler Bear Lake Prince George 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 10
Hasler Bear Lake Prince George Hourly output from RAMS simulation at model level 2 (~40 m AGL), from grid 4 at 3 km horizontal resolution (only every 2 nd wind vector shown) 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 11
Time-height cross section • modelled wind and temperature from Chetwynd (east of the Rockies) • modelled wind and temperature from Mac. Kenzie (west of the Rockies) 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004
Hasler – BCMWLAP weather station NE of Rockies Bear Lake – BCMF weather station N of Prince George, W of Rockies Plaza 400 – BCMWLAP weather station in Prince George 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 13
Back Trajectories ending at 00 Z 24 July 2002 (17: 00 PDT) 105 m 1100 m 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004
Conclusions & Future Work • • RAMS seems capable of representing the conditions during MPB emergence and flight Two approaches to future atmospheric modelling: 1. Continue simulation and validation of case studies to predict where beetles go from one year to the next. To be used in real time for planning beetle control strategies. 2. Ensemble trajectories created for each grid point in the landscape, based on a runs of a large number of past peak emergence heating cycle events. To be used as input to beetle spread scenario planning models that are primarily forest managers to assess the impact of silvicultural and management practice. 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 15
Information Needs • Need beetle validation / initialization data: – More documented MPB flight / emergence periods, ideally at daily resolution – More “case studies” of between stand movement for validation (especially isolated populations) – MPB time in flight, height of flight – how many fly above the canopy? – Prince George Doppler Radar holds intriguing promise… 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 16
July 14 -15, 2004 Peak emergence event 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 17
0. 5 degree PPI radar scan from 00 Z 15 July 2004 (1700 PDT 14 July 2004) Reflectivity < 0 DBZ Echo tops 800 – 1500 m AGL Doppler radar image “clear air” returns are some type of insect timing of appearance is consistent with peak emergence of MPB 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004
The End 16 th Conference on Biometeorology and Aerobiology Vancouver, B. C. , August 25, 2004 19
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