Surface heat turbulent fluxes: comparison of Bowen ratio and aerodynamic techniques

Size: px
Start display at page:

Download "Surface heat turbulent fluxes: comparison of Bowen ratio and aerodynamic techniques"

Transcription

1 Surface heat turbulent fluxes: comparison of Bowen ratio and aerodynamic techniques A. de Miguel and J. Bilbao Department of Applied Physics I Sciences Faculty. University of Valladolid (Spain). julia@cpd. uva. es Abstract The analysis of the two field experiment of campaign measurements in the years 1994 and 1995 has been carried out. The campaigns took place, one over bare soil and another over grass-land, in two different places and in two different times of the year, in order to take into account different meteorological situations. Different energy fluxes were evaluated from meteorological measured variables to know the relation between net radiation and soil heat flux, sensible heat flux and latent heat flux or evapotranspiration. 1 Introduction In this paper we have analysed the results of two field experiments between the year 1994 and 1995, in two different places, over bare soil and over gras-land. The first part of the work consisted on finishing off the measurement system, which was able to record the necessary meteorological variables to know the behaviour of the boundary layer next to the ground. In relation with the data treatment, the first aim of this paper has been the evaluation of the following energy fluxes which take part in the budget energetic equation in the LBS (Superficial Boundary Layer): net radiation, soil heat flux, sensible and latent heat fluxes and also to analyze the relation between them. Finally we have compared the two campaign

2 410 Measurements and Modelling in Environmental Pollution results in order to investigate the influence of the vegetation and the time of the year over energy fluxes. The way in which the energy is partitioning gives information about the physic processes which happen in the zone. The first field experiment was carried out in the C.I.B.A. Laboratory, in a rural area 45 km from Valladolid, in North direction. For the second experiment we looked for a zone with vegetation and among the possible places we selected a farm-land in the Centre of Investigation and Agricultural Studies, "Vinalta", in Palencia and the measurements were made over grass-land. In the last years, several authors have studied the energy fluxes in the superficial boundary layer: Idso [6] studied net radiation and soil heat flux, Fuchs [4], describe the relationship between the diurnal patterns of the radiant energy exchange. Hogstrom [5], analysed an extensive set of measurements of turbulent fluxes. Deheer-Amissah [3] analysed measurements of temperature, wind and moisture gradients. Berkowicz [1] compared experimental and modelled values of heat fluxes. Reinking [7], analyzed the effects of water vapour on heat fluxes. The purpose of this paper is to describe a method for estimating halfhour values of the surface energy fluxes from routine meteorological data and to compare the results obtained in two different places. 2 Theoretical Methods The Bowen ratio method is one of the most important methods to study surface energy fluxes. This method is based on the energy balance relation, Stull [8]: (1) where R* is the net radiation, G is the ground heat flux and LE is the latent heat flux (evaporation). With the assumption that the similarity functions for heat and humidity are identical, the ratio of the sensible and latent heat (the Bowen ratio) is proportional to the ratio of temperature and humidity gradient:

3 Measurements and Modelling in Environmental Pollution 411 where 7 is the psychometric constant; Sq is the humidity difference measured over the same height as the temperature difference is 68. From equations (1) and (2) we can obtain: (3) where the subscript BW means that H is estimated by the Bowen-ratio method. The profile method to estimate the turbulent flux is based on Monin- Obukhov similarity theory for the surface layer. Following the similarity theory, supossing stationary and horizontally homogeneous conditions, vertical gradients of any conservative quantity are functions of height z and (z/l). From wind speed and temperature at two levels, Cancillo [2], heat fluxes can be calculated from the equations: (4) where p is the density of air, Cp is the specific heat of air, u* is the friction velocity and 0* is the temperature scale. L =-Au*g* (5) where A is the water heat latent vaporization and q" is the humidity scale. The early equations and the equations obtained from de meteorological gradients, Cancillo [2], should be resolved by iterative methods. 3 Experimental Campaigns The first experiment was carried out in a flat bare soil field, 35 km from Valladolid, in C.I.B.A. site, 42 49'N, 4*56' W and 840 m above sea level; the instrumentation was installed on a spot with a daytime fetch of at least 400m. The output of all meteorological sensors was recorded digitally in a data-logger (Campbell Scientific, Model CR10). Sampling frequency was 0.1 Hz with an average taken every 15 min. Wind speed and direction.

4 412 Measurements and Modelling in Environmental Pollution air temperature and relative humidity were taken from three levels; soil heat flux, soil humidity and soil temperature were taken at three depths. The first experiment was carried out in 1994, from 25* September to 30* October. The heights for wind, temperature and humidity profiles were logarithmically distributed between 1 and 12 m. Additional weather data were available such as: precipitation, pressure, net and global solar radiation. The second experiment was carried out from 28* June 1995 to 31* July 1995, in a farm-land : 42<T N, 4 32' W, altitude 732 m. The place of measurements was situated 5 km from the city of Palencia in northwest direction. The measurements were taken over grass (polifita) of 25 cm in height. The fields surrounding the measurement station were covered with varied kinds of vegetation such as: sugar beet, lucerne, fodder, etc. 4 Results and Discussion The characteristics in CIBA site during the first campaign were: the maximum temperature oscillates between 27 C and 7 C and the minimum temperature oscillates between 11 C and 1 C; it rained for 9 days and the day 289 (16 October) the rain was 25 mm. Figure 1 shows the solar global radiation evolution, at the CIBA site. The cloudless days global radiation took the level of 300 W nr* and during cloudy days global radiation took the maximum of 50 W nr*. There were only seven days completely cloudless. Global radiation showed similar evolution to net radiation whose maximum levels were smaller than the global radiation ones. In Palencia: the average humidity diminishes during the campaign from 70% to 42%; the mean temperature, during the six first days, was over 22 C, after that the temperature increases over 32* and decreases the day 202, when wind velocity and humidity increase till 55% and 5.5 m s"* respectively. The average wind velocity was over 3 m s'% ranging from 2 m s~* to 5.5 m s~*. Soil heat was measured, at three different depths by means of HFT Campbell plates. In order to parameterize the soil heat flux from the net radiation and to know the net radiation percentage which is transformed in soil heat flux, the data were classified in: diurnal, nocturnal and all data and the following plots were made: i) diurnal hourly data of R^ and G. ii) nocturnal hourly data of R* and G. iii) All hourly data of R* and G. The results obtained at the CIBA site, taking into account all data, have been the following: the 20% and the 16% of the net radiation are converted in heat soil flux. In Figure 2 we can see net radiation, heat soil flux and the slope of the heat soil flux and net radiation lineal regression from the day 270 to 300, in autumn, at the C.I.B.A. site and in Figure 3, we show the same evolution but during summer in Palencia. In autumn average daily net

5 Measurements and Modelling in Environmental Pollution i 3 o n ri M n i 11 i u 11 r 111 n i M n i i n i r TIME (hour/juliane day) Fig Evolution of the solar radiation at the CIBA site; September-October,

6 414 Measurements and Modelling in Environmental Pollution Slope Net radiation Soil heat flu TIME (Juliane day) 300 Fig. 2. Average daily values of energy fluxes and slope at the CIBA site HI Q_ O CO ( Slope Net radiation Soil heat flux t- 100 cc iu LU 0.06 I I I TIME (Juliane day) Fig. 3. Average daily values of energy fluxes and slope in Palencia

7 Measurements and Modelling in Environmental Pollution 415 Net Radiation Sensible Heat UJ I ' 1 ^ I ' T 29-Sept. 30-Sept. 1-Oct. 2-Oct. 3-Oct. Fig. 4. Energy fluxes at the CIBA site during five days; September-October, Net radiation Sensible Heat Latent Heat LLJ 19-July 20-July 21-July 22-July 23-July Fig. 5. Energy fluxes in Palencia during five days; July, 1995

8 416 Measurements and Modelling in Environmental Pollution radiation ranges from 245 W nr* to 55 W nr*, G ranges from 40 to 10 W m"2 and the slope changes from 0.11 to 0.22, during the campaign. In Figure 3, in Palencia, daily average heat soil flux ranges from 50 to 10 W nr% daily average net radiation ranges from 210 to 350 W nr* and the slopes oscillate between 0.13 and We have found that the minimum slope in summer is higher than the minimum in winter and the maximum in summer is smaller that the maximum in autumn and as it can be seen the slope increases when the soil was from wet to dry conditions. In Figure 4, we show the energy fluxes, at Ciba site, which have been calculated by means of the Bowen ratio method. The most important characteristic is that the sensible heat fluxes during the five days are bigger than the latent heat flux; net solar radiation fluctuated during the day reaching more than 400 W m~*. Figure 5 shows energy fluxes in Palencia, during the first four days, sensible heat is bigger than latent heat which means that the evapotranspiration is present. During the last two days sensible heat is bigger than the latent one which means lacking in water during those days. In both campaigns the energy fluxes have been calculated for two methods and the correlations between then have been studied. References 1. Berkowicz, R. and Prahm, L.P. Sensible heat flux estimated from routine meteorological data by the resistance method. Journal of Applied Meteorology, 1982, pp Cancillo, M.L. Estudio de los flujos de energia en la capa limite de Superflcie. Tesis Doctoral. Universidad de Extremadura, Facultad de Ciencias, Deheer-Amissah, A., H6gstrom,U. and Smedman-Hogstrom, A.S. Calculation of sensible and latent heat fluxes, and surface resistance from profile data. Boundary-Layer Meteorology, 1981, 20, pp Fuchs, M. and Hadas, A. The heat flux density in a non-homogeneous bare loessial soil. Boundary-Layer Meteorology, 1972, 3, pp Hogstrom, U. A field study of the turbulentfluxesof heat, water vapour and momentum at a 'typical' agricultural site. Quart. J. R. Met. Soc. 1974, 100, pp Idso, S.B., Aase, J.K. and Jackson, R.D. Net Radiation - Soil heat Flux relations as influenced by soil water content variations. Boundary -Layer Meteorology, 1975, 9,

9 Measurements and Modelling in Environmental Pollution Reinking,R.F. (1980). The respective effects of water vapour and temperature on the turbulent fluxes of sensible and latent heat. Boundary- Layer Meteorology, 1980, 19, Stull,R.B. An introduction to Boundary Layer Meteorology. Kluwer Academic Publishers, London, 1991.

AquaCrop theoretical and practical training

AquaCrop theoretical and practical training AquaCrop theoretical and practical training Day 2 - Climate Johannes Hunink (j.hunink@futurewater.es) Peter Droogers 17-21 Oct-2016, Yerevan, Armenia AquaCrop Conceptual Framework Atmosphere CLIMATE Rain

More information

Horizontal systems - Theory, tools and Design

Horizontal systems - Theory, tools and Design Benjamin Hepburn Horizontal systems - Theory, tools and Design, Cardiff School of Engineering, Cardiff University Calnolfan Ymchwil ddaearymgalcheddol T: +44 (0) 2920 874004 F: +44 (0) 2920 874004 email:

More information

5.5 Improving Water Use Efficiency of Irrigated Crops in the North China Plain Measurements and Modelling

5.5 Improving Water Use Efficiency of Irrigated Crops in the North China Plain Measurements and Modelling 183 5.5 Improving Water Use Efficiency of Irrigated Crops in the North China Plain Measurements and Modelling H.X. Wang, L. Zhang, W.R. Dawes, C.M. Liu Abstract High crop productivity in the North China

More information

The Hydrosphere: Lecture 7: Evapotranspiration. Paul R. Houser,27 March 2012, Page 1

The Hydrosphere: Lecture 7: Evapotranspiration. Paul R. Houser,27 March 2012, Page 1 The Hydrosphere: Lecture 7: Evapotranspiration Paul R. Houser,27 March 2012, Page 1 Evapotranspiration evapotranspiration summarizes all processes that return liquid water back into water vapor evaporation

More information

Water balance in soil

Water balance in soil Technische Universität München Water balance Water balance in soil Arno Rein Infiltration = + precipitation P evapotranspiration ET surface runoff Summer course Modeling of Plant Uptake, DTU Wednesday,

More information

Figure 1: Schematic of water fluxes and various hydrologic components in the vadose zone (Šimůnek and van Genuchten, 2006).

Figure 1: Schematic of water fluxes and various hydrologic components in the vadose zone (Šimůnek and van Genuchten, 2006). The evapotranspiration process Evapotranspiration (ET) is the process by which water is transported from the earth surface (i.e., the plant-soil system) to the atmosphere by evaporation (E) from surfaces

More information

INVESTIGATION OF THE SURFACE ENERGY BUDGET AT NIMEX_3 SITE, IBADAN USING BOWEN RATIO ENERGY BALANCE METHOD

INVESTIGATION OF THE SURFACE ENERGY BUDGET AT NIMEX_3 SITE, IBADAN USING BOWEN RATIO ENERGY BALANCE METHOD INVESTIGATION OF THE SURFACE ENERGY BUDGET AT NIMEX_3 SITE, IBADAN USING BOWEN RATIO ENERGY BALANCE METHOD Akinnubi, R.T. Department of Physics, Adeyemi College of Education Ondo, Ondo State, Nigeria.

More information

APPLICABILITY OF BOWEN RATIO ENERGY BALANCE METHOD IN FETCH LIMITED CONDITIONS

APPLICABILITY OF BOWEN RATIO ENERGY BALANCE METHOD IN FETCH LIMITED CONDITIONS APPLICABILITY OF BOWEN RATIO ENERGY BALANCE METHOD IN FETCH LIMITED CONDITIONS APLIKOVATELNOST METODY BOWENOVA POMĚRU V PODMÍNKÁCH S LIMITOVANÝM FETCH Pozníková G. 1, Trnka M. 1, 2, Fischer M. 1, 2, Orság

More information

NOTES AND CORRESPONDENCE. Toward a Robust Phenomenological Expression of Evaporation Efficiency for Unsaturated Soil Surfaces

NOTES AND CORRESPONDENCE. Toward a Robust Phenomenological Expression of Evaporation Efficiency for Unsaturated Soil Surfaces 1330 JOURNAL OF APPLIED METEOROLOGY NOTES AND CORRESPONDENCE Toward a Robust Phenomenological Expression of Evaporation Efficiency for Unsaturated Soil Surfaces TERUHISA S. KOMATSU Department of Environmental

More information

171: An urban office designed for the southern Brazilian climate

171: An urban office designed for the southern Brazilian climate 171: An urban office designed for the southern Brazilian climate Marianne Costella Elemento 5 Bioclimatic Architecture, Brazil marianne@elemento5.com Abstract The climate in southern Brazil is characterised

More information

The Science Behind Measuring Depletions

The Science Behind Measuring Depletions The Science Behind Measuring Depletions 1 The Science Behind Measuring Depletions Salim Bawazir, New Mexico State University Salim Bawazir is Associate Professor in the Civil Engineering (CE) Department

More information

Lecture 5: Transpiration

Lecture 5: Transpiration 5-1 GEOG415 Lecture 5: Transpiration Transpiration loss of water from stomatal opening substomatal cavity chloroplasts cuticle epidermis mesophyll cells CO 2 H 2 O guard cell Evaporation + Transpiration

More information

Seasonal Changes of Albedo and Micrometeorological Conditions of Vegetation in a Semi-Arid Area in Inner Mongolia, China

Seasonal Changes of Albedo and Micrometeorological Conditions of Vegetation in a Semi-Arid Area in Inner Mongolia, China JARQ 28, 79-89 (1994) Seasonal Changes of Albedo and Micrometeorological Conditions of Vegetation in a Semi-Arid Area in Inner Mongolia, China Yoshinobu HARAZONO*, SchenggongLI** and Jianyou SHEN** * Department

More information

Urban Heat Island modelling with ADMS-Urban: London case study

Urban Heat Island modelling with ADMS-Urban: London case study Urban Heat Island modelling with ADMS-Urban: London case study Stephen Smith ADMS-Urban & ADMS-Roads User Group Meeting 10 th November 2016 London Contents Motivation Theory & model overview Model applications

More information

Drivers of temporal variations of CO 2 flux at a submerged macrophyte habitat in Lake Taihu

Drivers of temporal variations of CO 2 flux at a submerged macrophyte habitat in Lake Taihu Drivers of temporal variations of CO 2 flux at a submerged macrophyte habitat in Lake Taihu Gao Yunqiu YNCenter Weekly Video Conference 216.4.1 Outline Background Site description Data post-processing

More information

Factors affecting evaporation 3/16/2010. GG22A: GEOSPHERE & HYDROSPHERE Hydrology. Several factors affect the rate of evaporation from surfaces:

Factors affecting evaporation 3/16/2010. GG22A: GEOSPHERE & HYDROSPHERE Hydrology. Several factors affect the rate of evaporation from surfaces: GG22A: GEOSPHERE & HYDROSPHERE Hydrology Some definitions Evaporation conversion of a liquid to a vapour Transpiration that part of evaporation which enters the atmosphere through plants Total Evaporation

More information

Transactions on Ecology and the Environment vol 6, 1995 WIT Press, ISSN

Transactions on Ecology and the Environment vol 6, 1995 WIT Press,  ISSN A deposition experiment of SO^ O^ and NH^ in a suburban area R. San Jose, J. Moreno, M. Angeles San Feliu, B. Moreno Group of Environmental Software and Modelling, Computer Science School, Technical University

More information

The Atmosphere-Vegetation-Soil System

The Atmosphere-Vegetation-Soil System 1 The Atmosphere-Vegetation-Soil System 1.1 Introduction Whereas roughly 70% of Earth s surface is covered by oceans, the remaining 30% of land has a profound influence on processes in the atmosphere (e.g.,

More information

Water4Crops EU USE EFFICIENCY TO SUPPORT THE GREEN ECONOMY IN EU AND INDIA

Water4Crops EU USE EFFICIENCY TO SUPPORT THE GREEN ECONOMY IN EU AND INDIA INTEGRATING BIOTREATED WASTEWATER REUSE AND VALORIZATION WITH ENHANCED WATER USE EFFICIENCY TO SUPPORT THE GREEN ECONOMY IN EU AND INDIA Work Programme 2012 COOPERATION Theme 2: FOOD, AGRICULTURE AND FISHERIES,

More information

Quantifying air-surface exchange of elemental mercury vapor using enclosure and micrometeorological methods

Quantifying air-surface exchange of elemental mercury vapor using enclosure and micrometeorological methods Quantifying air-surface exchange of elemental mercury vapor using enclosure and micrometeorological methods C. Jerry Lin 1,2, W. Zhu 2, J. Sommar 2 & X. Feng 2 1 Lamar University and 2 CAS Institute of

More information

COMPARATIVE ACTUAL WATER CONSUMPTION OF IRRIGATED AND RAINFED PADDY RICE FIELD USING BOWEN RATIO METHOD

COMPARATIVE ACTUAL WATER CONSUMPTION OF IRRIGATED AND RAINFED PADDY RICE FIELD USING BOWEN RATIO METHOD COMPARATIVE ACTUAL WATER CONSUMPTION OF IRRIGATED AND RAINFED PADDY RICE FIELD USING BOWEN RATIO METHOD PANYA POLSAN 1, MASATOSHI AOKI 2, SA-NGUAN PATAMATAMKUL 3 1. Royal Irrigation Department, Ph.D student

More information

Summer Campaign 2007 San Miguel Basin, Sonora. Luis Mendez-Barroso Soni Yatheendradas Whitney Lauren DeFoor Alexis Martinez

Summer Campaign 2007 San Miguel Basin, Sonora. Luis Mendez-Barroso Soni Yatheendradas Whitney Lauren DeFoor Alexis Martinez Summer Campaign 2007 San Miguel Basin, Sonora Luis Mendez-Barroso Soni Yatheendradas Whitney Lauren DeFoor Alexis Martinez San Miguel Basin (map) Activities and experiments during Summer campaign 2007

More information

Answer Test Questions Finish Climate Discussion

Answer Test Questions Finish Climate Discussion NREM 301 Forest Ecology & Soils Day 30 December 4, 2008 Answer Test Questions Finish Climate Discussion Take-Home Test Due Dec 11 5 pm No Final Exam Lab Today Finish & e-mail all materials to Dick Class

More information

Agricultural drought index and monitoring on national scale. LU Houquan National Meteorological Center, CMA

Agricultural drought index and monitoring on national scale. LU Houquan National Meteorological Center, CMA Agricultural drought index and monitoring on national scale LU Houquan National Meteorological Center, CMA Contents Agricultural drought disasters in China Agricultural drought indices --Precipitation

More information

Systematic comparison of the influence of cool wall versus cool roof adoption

Systematic comparison of the influence of cool wall versus cool roof adoption Systematic comparison of the influence of cool wall versus cool roof adoption on urban climate in the Los Angeles basin Jiachen Zhang 1, Arash Mohegh 1, Yun Li 1, Ronnen Levinson 2, George Ban-Weiss 1,*

More information

Measurement of Evapotranspiration Across Different Land Cover Types in the Greater Toronto Area

Measurement of Evapotranspiration Across Different Land Cover Types in the Greater Toronto Area Measurement of Evapotranspiration Across Different Land Cover Types in the Greater Toronto Area Prepared by: Toronto and Region Conservation and York University 2014 MEASUREMENT OF EVAPOTRANSPIRATION

More information

Estimation of Canopy Resistance and Surface Moisture Availability in a Rice Paddy Field

Estimation of Canopy Resistance and Surface Moisture Availability in a Rice Paddy Field FORESTRY AGRICULTURE International Journal Sustainable Future for Human Security J-SustaiN Vol. 3, No. (5) 5-3 http://www.j-sustain.com Estimation of Canopy Resistance and Surface Moisture Availability

More information

07059, Antalya / TURKEY ABSTRACT

07059, Antalya / TURKEY   ABSTRACT 1 The Effects of Natural Ventilation Air Exchange on Psychrometric Results in Poultry Houses in Hot Environment---Design Characteristics S. Mutaf 1, S.Alkan 1, N.Seber 1 1 Akdeniz University, Faculty of

More information

Sensitivity of the AERMOD air quality model to the selection of land use parameters

Sensitivity of the AERMOD air quality model to the selection of land use parameters Sensitivity of the AERMOD air quality model to the selection of land use paras Thomas G. Grosch Trinity Consultants, 79 T.W. Alexander Dr., Building 4201, Suite 207, Research Triangle Park, NC 27709; tgrosch@trinityconsultants.com

More information

N. AMENZOU(1,*), H. MARAH(1), F. RAIBI(1), J. EZZAHAR(1), S. KHABBA(2), S. ERRAKI, J. Lionel (3)

N. AMENZOU(1,*), H. MARAH(1), F. RAIBI(1), J. EZZAHAR(1), S. KHABBA(2), S. ERRAKI, J. Lionel (3) 1 : Unité Eau et climat Centre National d Énergie des Science et Techniques Nucléaire, Rabat, Maroc. * amenzou@cnesten.org.ma 2 : Université Cady Ayyad, Marrakech, Maroc 3 : IRD Maroc Isotopic and conventional

More information

The Impact of Urban Texture in Outdoor Thermal Comfort

The Impact of Urban Texture in Outdoor Thermal Comfort The Impact of Urban Texture in Outdoor Thermal Comfort Ani Tola Panariti 1*, Andrea Maliqari 2, Parashqevi Tashi 3 1 Faculty of Architecture and Urban Design, Polytechnic University of Tirana, Rruga Muhamet

More information

GEOG 402. Forests and Clearings

GEOG 402. Forests and Clearings GEOG 402 Forests and Clearings Microclimate DEFORESTATION What difference does it make when forest is cleared? Forests differ from cleared land in two hydrologically-significant ways. Forests promote:

More information

Interactions of Crop and Cooling Equipment on Greenhouse Climate

Interactions of Crop and Cooling Equipment on Greenhouse Climate Interactions of Crop and Cooling Equipment on Greenhouse Climate A. Perdigones and V. Pascual Universidad Católica de Ávila, Dpto. Ingeniería Agroforestal y Cartográfica C/ Canteros, 05005 Ávila Spain

More information

Partitioning plant transpiration and soil evaporation with eddy covariance and stable isotope method in North China Plain

Partitioning plant transpiration and soil evaporation with eddy covariance and stable isotope method in North China Plain Partitioning plant transpiration and soil evaporation with eddy covariance and stable isotope method in North China Plain Prof. Mei Xurong, Theme Leader Scientist Director General, IEDA, CAAS Director,

More information

Station Network Östergarnsholm

Station Network Östergarnsholm Station Network Östergarnsholm General The Östergarnsholm site has been running semi-continuously since 1995 with the aim to study the marine atmospheric boundary layer. Within ICOS Östergarnsholm will

More information

Hydrologic Cycle. Water Availabilty. Surface Water. Groundwater

Hydrologic Cycle. Water Availabilty. Surface Water. Groundwater Hydrologic Cycle Hydrologic ydoogccyce cycle Surface Water Groundwater Water Availabilty 1 Hydrologic Cycle Constant movement of water above, on, and, below the earth s surface (Heath) Endless circulation

More information

VERTICAL PROFILES OF CARBON DIOXIDE, TEMPERATURE, AND WATER VAPOR WITHIN AND ABOVE A SUBURBAN CANOPY LAYER IN WINTER

VERTICAL PROFILES OF CARBON DIOXIDE, TEMPERATURE, AND WATER VAPOR WITHIN AND ABOVE A SUBURBAN CANOPY LAYER IN WINTER J8.5 VERTICAL PROFILES OF CARBON DIOXIDE, TEMPERATURE, AND WATER VAPOR WITHIN AND ABOVE A SUBURBAN CANOPY LAYER IN WINTER Ryo Moriwaki* and Manabu Kanda* * Tokyo Institute of Technology, Tokyo, Japan.

More information

PROGRESS WITH MEASURING AND UTILIZING CROP EVAPOTRANSPIRATION (ETc) IN WALNUT

PROGRESS WITH MEASURING AND UTILIZING CROP EVAPOTRANSPIRATION (ETc) IN WALNUT PROGRESS WITH MEASURING AND UTILIZING CROP EVAPOTRANSPIRATION (ETc) IN WALNUT Allan Fulton, Cayle Little, Richard Snyder, Richard Buchner, Bruce Lampinen, and Sam Metcalf ABSTRACT Since 1982 when the California

More information

Water Budget II: Evapotranspiration P = Q + ET + G + ΔS

Water Budget II: Evapotranspiration P = Q + ET + G + ΔS Water Budget II: Evapotranspiration P = Q + ET + G + ΔS Evaporation Transfer of H 2 O from liquid to vapor phase Diffusive process driven by Saturation (vapor density) gradient ~ (ρ s ρ a ) Aerial resistance

More information

Figure 1. Location of research sites in the Ameriflux network (from Ameriflux web site,

Figure 1. Location of research sites in the Ameriflux network (from Ameriflux web site, CONTEXT - AMERIFLUX NETWORK Figure 1. Location of research sites in the Ameriflux network (from Ameriflux web site, http://public.ornl.gov/ameriflux/). AMERIFLUX OBJECTIVES: Quantify spatial and temporal

More information

Water Resources Engineering. Prof. R. Srivastava. Department of Water Resources Engineering. Indian Institute of Technology, Kanpur.

Water Resources Engineering. Prof. R. Srivastava. Department of Water Resources Engineering. Indian Institute of Technology, Kanpur. Water Resources Engineering Prof. R. Srivastava Department of Water Resources Engineering Indian Institute of Technology, Kanpur Lecture # 13 Today we will continue to discuss some of the abstractions

More information

Crop Water Requirement. Presented by: Felix Jaria:

Crop Water Requirement. Presented by: Felix Jaria: Crop Water Requirement Presented by: Felix Jaria: Presentation outline Crop water requirement Irrigation Water requirement Eto Penman Monteith Etcrop Kc factor Ks Factor Total Available water Readily available

More information

Measuring discharge. Climatological and hydrological field work

Measuring discharge. Climatological and hydrological field work Measuring discharge Climatological and hydrological field work 1. Background Discharge (or surface runoff Q s) refers to the horizontal water flow occurring at the surface in rivers and streams. It does

More information

On SEBI-SEBS validation in France, Italy, Spain, USA and China

On SEBI-SEBS validation in France, Italy, Spain, USA and China On SEBI-SEBS validation in France, Italy, Spain, USA and China Massimo Menenti Li Jia 2 and ZongBo Su 2 - Laboratoire des Sciences de l Image, de l Informatique et de la Télédétection (LSIIT), Strasbourg,

More information

Modeling of Environmental Systems

Modeling of Environmental Systems Modeling of Environmental Systems The next portion of this course will examine the balance / flows / cycling of three quantities that are present in ecosystems: Energy Water Nutrients We will look at each

More information

Comparison of Soil Surface Evaporation between Natural Broad-Leaved Forest and Artificial Needle-Leaved Forest*

Comparison of Soil Surface Evaporation between Natural Broad-Leaved Forest and Artificial Needle-Leaved Forest* Comparison of Soil Surface Evaporation between Natural Broad-Leaved Forest and Artificial Needle-Leaved Forest* By NOBUJI TAKEUCHI and HIROSHI MURAI** ivision of Forest Environment, Forestry and Forest

More information

Separation Of Soil Evaporation And Vegetation Transpiration By MODIS Data For Central And Northern China

Separation Of Soil Evaporation And Vegetation Transpiration By MODIS Data For Central And Northern China City University of New York (CUNY) CUNY Academic Works International Conference on Hydroinformatics 8-1-2014 Separation Of Soil Evaporation And Vegetation Transpiration By MODIS Data For Central And Northern

More information

Cold-humid effect of Baiyangdian wetland

Cold-humid effect of Baiyangdian wetland Water Science and Engineering, 2012, 5(1): 1-10 doi:10.3882/j.issn.1674-2370.2012.01.001 http://www.waterjournal.cn e-mail: wse2008@vip.163.com Cold-humid effect of Baiyangdian wetland Hui-yun LI, Shi-guo

More information

Stream Temperature Pattern and Process in the Trask Watershed Study: Pre Harvest

Stream Temperature Pattern and Process in the Trask Watershed Study: Pre Harvest Stream Temperature Pattern and Process in the Trask Watershed Study: Pre Harvest Maryanne Reiter, Weyerhaeuser NR Company Sherri Johnson, USFS Pacific Northwest Research Station Peter James, Weyerhaeuser

More information

Meteorological and Air Dispersion Modeling Methodology and Discussion for INPRO Project

Meteorological and Air Dispersion Modeling Methodology and Discussion for INPRO Project Meteorological and Air Dispersion Modeling Methodology and Discussion for INPRO Project Introduction The transport and dilution of radioactive materials in the form of aerosols, vapors, or gases released

More information

p L >c; 4 c C :i ; r 7

p L >c; 4 c C :i ; r 7 3 3 1 p,. L _) -, %1 T 7-1- ( v, ) c ac,c - c C 1 :i ; x V (N V r 7 >c; 4 -?< 4% % >( V x 4L1/x273./ Qs (1 LE =!L C, u E (ih) 2. Fcon (4.3 (&Jif ho.t k clnnt to Us boo, fry. f4xjü- -c- oo C-in S. o k,

More information

Sensitivity of a soil-plant-atmosphere model to changes in roughness length for bare and plant-covered surfaces D.T. Mihailovic" & M.

Sensitivity of a soil-plant-atmosphere model to changes in roughness length for bare and plant-covered surfaces D.T. Mihailovic & M. Sensitivity of a soil-plant-atmosphere model to changes in roughness length for bare and plant-covered surfaces D.T. Mihailovic" & M. Ruml& o/ Abstract This study is concerned with the question of how

More information

Characterizing the Surface Energy Budget Relationship to Hypoxia of Western Long Island Sound in mid-summer 2004 and 2005

Characterizing the Surface Energy Budget Relationship to Hypoxia of Western Long Island Sound in mid-summer 2004 and 2005 Characterizing the Surface Energy Budget Relationship to Hypoxia of Western Long Island Sound in mid-summer 2004 and 2005 Steven R. Schmidt and James P. Boyle Ph.D. Physics, Astronomy, and Meteorology

More information

CONCLUSIONS AND RECOMMENDATIONS

CONCLUSIONS AND RECOMMENDATIONS CHAPTER 11: CONCLUSIONS AND RECOMMENDATIONS 11.1: Major Findings The aim of this study has been to define the impact of Southeast Asian deforestation on climate and the large-scale atmospheric circulation.

More information

PREDICTION OF CROP WATER REQUIREMENT: A REVIEW

PREDICTION OF CROP WATER REQUIREMENT: A REVIEW PREDICTION OF CROP WATER REQUIREMENT: A REVIEW Mubeen Beg Associate Professor, Civil Engineering Department, Z.H. College Of Engineering And Technology, AMU, Aligarh, (India) ABSTRACT Method of prediction

More information

J3.8 THE EPiCC VANCOUVER EXPERIMENT : HOW DO URBAN VEGETATION CHARACTERISTICS AND GARDEN IRRIGATION CONTROL THE LOCAL-SCALE ENERGY BALANCE?

J3.8 THE EPiCC VANCOUVER EXPERIMENT : HOW DO URBAN VEGETATION CHARACTERISTICS AND GARDEN IRRIGATION CONTROL THE LOCAL-SCALE ENERGY BALANCE? J3.8 THE EPiCC VANCOUVER EXPERIMENT : HOW DO URBAN VEGETATION CHARACTERISTICS AND GARDEN IRRIGATION CONTROL THE LOCAL-SCALE ENERGY BALANCE? A. Christen (1), B. Crawford (1), N. Goodwin (2,5), R. Tooke

More information

Title Inner Wall in Hagia Sophia, Istanbu. Citation Energy Procedia (2015), 78:

Title Inner Wall in Hagia Sophia, Istanbu. Citation Energy Procedia (2015), 78: Title Influence of the Infiltrated Rainwa Inner Wall in Hagia Sophia, Istanbu Author(s) Mizutani, Etsuko; Ogura, Daisuke; I Masaru; Sasaki, Juni Citation Energy Procedia (2015), 78: 1353-13 Issue Date

More information

CFT Water Assessment Description

CFT Water Assessment Description CFT Water Assessment Description Cool Farm Alliance 2017 For more information, see www.coolfarmtool.org Cool Farm Alliance Community Interest Company The Stable Yard, Vicarage Road, Stony Stratford, MK11

More information

Exercises: Glacier meteorology / Energy balance

Exercises: Glacier meteorology / Energy balance Summer School in Glaciology, McCarthy, 2012 Regine Hock Exercises: Glacier meteorology / Energy balance 1.) ENERGY BALANCE MELT CALCULATION A glacier is polythermal with a cold surface layer. The glacier

More information

University of California, Davis

University of California, Davis INTERNAL REPORT 44 THE PHYSICAL MATRIX OF CASTLE LAKE Charles R. Goldman University of California, Davis August 1972 FOR REVIEW ONLY NOT FOR PUBLICATION THE PHYSICAL MATRIX OF CASTLE LAKE Charles R. Goldman

More information

TECHNICAL CONSIDERATIONS OF ADOPTING AERMOD INTO AUSTRALIA AND NEW ZEALAND

TECHNICAL CONSIDERATIONS OF ADOPTING AERMOD INTO AUSTRALIA AND NEW ZEALAND TECHNICAL CONSIDERATIONS OF ADOPTING AERMOD INTO AUSTRALIA AND NEW ZEALAND Prepared By: Tiffany Gardner Brian Holland Weiping Dai (PhD, PE, CM) Qiguo Jing (PhD) BREEZE SOFTWARE 12770 Merit Drive Suite

More information

The Hydrologic Cycle. October 7, 2010

The Hydrologic Cycle. October 7, 2010 The Hydrologic Cycle October 7, 2010 Why do we care about the hydrologic cycle? The amount of water that flows through the hydrologic cycle each year is equal to about a 1 m depth of water averaged over

More information

Monitoring thermal conditions during transport of racing pigeons on a vehicle equipped with controlled ventilation

Monitoring thermal conditions during transport of racing pigeons on a vehicle equipped with controlled ventilation Monitoring thermal conditions during transport of racing pigeons on a vehicle equipped with controlled ventilation The vehicle A novel vehicle has been designed and constructed to ensure optimal conditions

More information

Water Science and the Environment

Water Science and the Environment Water Science and the Environment HWRS 201 Dr. Zreda Mr. Ghasemian Fall 2015 Surface Evaporation: Overview Evaporation is a process that transfers energy from the Earth s surface to the atmosphere. Some

More information

Assessment of Surface Energy Balance in Southern Idaho

Assessment of Surface Energy Balance in Southern Idaho Assessment of Surface Energy Balance in Southern Idaho Beda Luitel: McNair Scholar Dr. Venkat Sridhar: Mentor Civil Engineering Abstract Proper management of water resources is always a matter of concern

More information

Comparison of Features and Data Requirements among the CALPUFF, AERMOD, and ADMS Models

Comparison of Features and Data Requirements among the CALPUFF, AERMOD, and ADMS Models Comparison of Features and Data Requirements among the CALPUFF, AERMOD, and ADMS Models Prepared By: Russell F. Lee BREEZE SOFTWARE 12700 Park Central Drive Suite 2100 Dallas, TX 75251 +1 (972) 661-8881

More information

REFERENCE EVAPOTRANSPIRATION: CHOICE OF METHOD

REFERENCE EVAPOTRANSPIRATION: CHOICE OF METHOD REFERENCE EVAPOTRANSPIRATION: CHOICE OF METHOD F. Sau 1, F.X. López-Cedrón 1 & M.I. Mínguez 2 Universidad de Santiago de Compostela 1 y Universidad Politécnica de Madrid 2 (España) INTRODUCTION During

More information

Components of the energy and water balance at the HAPEX-Sahel southern super-site

Components of the energy and water balance at the HAPEX-Sahel southern super-site Exchange Processes al the Land Surface/or a Ranee of Space and Time Scales (Proceedings of the Yokohama Symposium, July 1993). IAHS Publ. no. 212, 1993. 365 Components of the energy and water balance at

More information

Nutrition of Horticultural Crops Measurements for Irrigation. Lincoln Zotarelli Horticultural Sciences Department University of Florida Spring 2015

Nutrition of Horticultural Crops Measurements for Irrigation. Lincoln Zotarelli Horticultural Sciences Department University of Florida Spring 2015 Nutrition of Horticultural Crops Measurements for Irrigation Lincoln Zotarelli Horticultural Sciences Department University of Florida Spring 2015 Principles of plant nutrition Principle 1. Plants take

More information

Much of the material in this class has built up to assess evaporation of landscapes. Here we discuss concepts and data. The field of evaporation has

Much of the material in this class has built up to assess evaporation of landscapes. Here we discuss concepts and data. The field of evaporation has Much of the material in this class has built up to assess evaporation of landscapes. Here we discuss concepts and data. The field of evaporation has grown and advanced a lot over the past few decades 1

More information

BAEN 673 / February 18, 2016 Hydrologic Processes

BAEN 673 / February 18, 2016 Hydrologic Processes BAEN 673 / February 18, 2016 Hydrologic Processes Assignment: HW#7 Next class lecture in AEPM 104 Today s topics SWAT exercise #2 The SWAT model review paper Hydrologic processes The Hydrologic Processes

More information

CHAPTER ONE : INTRODUCTION

CHAPTER ONE : INTRODUCTION CHAPTER ONE : INTRODUCTION WHAT IS THE HYDROLOGY? The Hydrology means the science of water. It is the science that deals with the occurrence, circulation and distribution of water of the earth and earth

More information

Micrometeorological Problems of Air Pollution Studies

Micrometeorological Problems of Air Pollution Studies Washington State University, Pullman WA, June 16, 2016, 04:00 PM Micrometeorological Problems of Air Pollution Studies THOMAS FOKEN University of Bayreuth, BayCEER, Bayreuth and MikroMeteorologische Beratung,

More information

selection criteria and the 10 most common mistakes 2009 by Adcon Telemetry GmbH

selection criteria and the 10 most common mistakes 2009 by Adcon Telemetry GmbH » Sensor Technology for improved water efficiency - selection criteria and the 10 most common mistakes BOKU, June 2009 by Adcon Telemetry GmbH » Sensor Technology to improve Water efficiency 3 accepted

More information

Evaluation of a crop water stress index for detecting water stress in winter wheat in the North China Plain

Evaluation of a crop water stress index for detecting water stress in winter wheat in the North China Plain Agricultural Water Management 64 (2004) 29 40 Evaluation of a crop water stress index for detecting water stress in winter wheat in the North China Plain Guofu Yuan, Yi Luo, Xiaomin Sun, Dengyin Tang Institute

More information

P1.17 Comprehensive Relationship Between Atmospheric-Land Surface Interaction for Energy, Water Vapor Fluxes over Tropical Asian Monsoon Environment.

P1.17 Comprehensive Relationship Between Atmospheric-Land Surface Interaction for Energy, Water Vapor Fluxes over Tropical Asian Monsoon Environment. P.7 Comprehensive Relationship Between Atmospheric-Land Surface Interaction for Energy, Water Vapor Fluxes over Tropical Asian Monsoon Environment. Motomu Toda Japan Society for the Promotion of Science,

More information

A multi-layer urban canopy model for neighbourhoods with trees Scott Krayenhoff, Andreas Christen, Alberto Martilli, Tim Oke

A multi-layer urban canopy model for neighbourhoods with trees Scott Krayenhoff, Andreas Christen, Alberto Martilli, Tim Oke A multi-layer urban canopy model for neighbourhoods with trees Scott Krayenhoff, Andreas Christen, Alberto Martilli, Tim Oke ICUC-9 Toulouse - July 21, 2015 Mesoscale atmospheric modelling Oke et al. (2014),

More information

Appendix L1 Estimated Evaporation from Bristol and Cadiz Dry Lakes

Appendix L1 Estimated Evaporation from Bristol and Cadiz Dry Lakes Appendix L1 Estimated Evaporation from Bristol and Cadiz Dry Lakes TECHNICAL MEMORANDUM Estimated Evaporation From Bristol and Cadiz Dry Lakes PREPARED FOR: Cadiz PREPARED BY: DATE: May 8, 2012 Terry Foreman/CH2M

More information

3 Method of Data Collection

3 Method of Data Collection 3 Method of Data Collection 3.1 General Site Information The contamination site is located in the town of Oneida, Tennessee and owned by the Norfolk Southern Railway Company. Figure 3.1 is a site map showing

More information

Coupled heat and water transport in bare soils in semi-arid and arid regions

Coupled heat and water transport in bare soils in semi-arid and arid regions Coupled heat and water transport in bare soils in semi-arid and arid regions Thesis report Thomas Berends Soil Physics, Ecohydrology and Groundwater Management Group Date: March 5, 2012 Supervisors: Dr.

More information

Fluxes: measurements and modeling. Flux

Fluxes: measurements and modeling. Flux Fluxes: measurements and modeling Schlesinger and Bernhardt Pg 135-150 Gustin flux paper Griffis, Timothy J. 2013 paper Denmead 2008 Discussion 2 - Work in groups of 2 Papers due to Mae Sept 24 Pick one

More information

Estimation model of single tree transpiration based upon heat pulse velocity and micrometeorological data

Estimation model of single tree transpiration based upon heat pulse velocity and micrometeorological data Exchange Processes at the Land Surface for a Range of Space and Time Scales (Proceedings of the Yokohama Symposium, July 1993). IAHS Publ. no.212, 1993. 137 Estimation model of single tree transpiration

More information

Numerical modelling of radiative and energetic balances in the urban canopy layer

Numerical modelling of radiative and energetic balances in the urban canopy layer Numerical modelling of radiative and energetic balances in the urban canopy layer S. Borghi 1, P. Dagna 2, L. De Biase 3 & D. Zappalà 1,2 1 Osservatorio Meteorologico di Milano-Duom, Italy 2 CILEA (Consorzio

More information

MEASURING WATER STRESS ON ALFALFA AND OTHER CROPS WITH INFRARED THERMOMETRY

MEASURING WATER STRESS ON ALFALFA AND OTHER CROPS WITH INFRARED THERMOMETRY MEASURING WATER STRESS ON ALFALFA AND OTHER CROPS WITH INFRARED THERMOMETRY JL HATFIELD Biometeorologist Land, Air and Water Resources University of California, Davis Introduction Irrigation management

More information

Decoding the station symbols see Appendix of textbook

Decoding the station symbols see Appendix of textbook EAS270, 12 Sept. 2016. Continuing Chapter 2. EAS270_Ch2_Composition_Structure_B.odp JDW, EAS U.Alberta, last mod. 11 Sept. 2016 Today's main topic: biogeochemical cycles of O2, CO2 and H2O But first what

More information

Crop Water Requirements and Irrigation Scheduling

Crop Water Requirements and Irrigation Scheduling Irrigation Manual Module 4 Crop Water Requirements and Irrigation Scheduling Developed by Andreas P. SAVVA and Karen FRENKEN Water Resources Development and Management Officers FAO Sub-Regional Office

More information

Sensitivity of AERMOD to Meteorological Data Sets Based on Varying Surface Roughness. Paper No A-168-AWMA

Sensitivity of AERMOD to Meteorological Data Sets Based on Varying Surface Roughness. Paper No A-168-AWMA Sensitivity of AERMOD to Meteorological Data Sets Based on Varying Surface Roughness Paper No. 2009-A-168-AWMA Prepared by: Anthony J. Schroeder, CCM Senior Consultant George J. Schewe, CCM, QEP Principal

More information

Air pollution modeling of the industrial complexes and cities in the Kurdistan region using AERMOD view

Air pollution modeling of the industrial complexes and cities in the Kurdistan region using AERMOD view First International Symposium on Urban Development: Koya as a Case Study 333 Air pollution modeling of the industrial complexes and cities in the Kurdistan region using AERMOD view H. Moradi 1,2, M. Rouhi

More information

CEN/TC 89 - Thermal performance of buildings and building components

CEN/TC 89 - Thermal performance of buildings and building components CEN/TC 89 - Thermal performance of buildings and building components Standard reference EN 1934:1998 EN 1946-1:1999 EN 1946-2:1999 EN 1946-3:1999 EN 1946-4:2000 EN 1946-5:2000 6946:2007 7345:1995 8497:1996

More information

Extensions of TerrSysMP-CO 2 to resolve dynamic processes induced by tall vegetation

Extensions of TerrSysMP-CO 2 to resolve dynamic processes induced by tall vegetation Extensions of TerrSysMP-CO 2 to resolve dynamic processes induced by tall vegetation Markus Übel and Andreas Bott Meteorological Institute, University of Bonn TerrSysMP-CO 2 model domain General Meeting,

More information

Recent developments at Météo-France for converting IFS soil variables for the ISBA scheme

Recent developments at Météo-France for converting IFS soil variables for the ISBA scheme Recent developments at Météo-France for converting IFS soil variables for the ISBA scheme J. Ferreira, F. Bouyssel, J.-F. Mahfouf Météo-France/CNRM March 16, 2009 Need to run the Météo-France models (ALADIN,

More information

VLIV MĚSTSKÉHO PROSTŘEDÍ NA KVALITU OVZDUŠÍ

VLIV MĚSTSKÉHO PROSTŘEDÍ NA KVALITU OVZDUŠÍ Charles University in Prague Faculty of Mathematics and Physics Dept. of Atmospheric Physics V Holesovickach 2, Prague 8, Czech Republic VLIV MĚSTSKÉHO PROSTŘEDÍ NA KVALITU OVZDUŠÍ Tomáš Halenka, Peter

More information

Redacted for Privacy

Redacted for Privacy AN ABSTRACT OF THE THESIS OF Samuel Orlando Ortega-Farias for the degree of Doctor of Philosophy in Bioresource Engineering presented on September 28, 1993. Title: A Comparative Evaluation of Residual

More information

IRRIGATION SCHEDULING OF ALFALFA USING EVAPOTRANSPIRATION. Richard L. Snyder and Khaled M. Bali 1 ABSTRACT

IRRIGATION SCHEDULING OF ALFALFA USING EVAPOTRANSPIRATION. Richard L. Snyder and Khaled M. Bali 1 ABSTRACT IRRIGATION SCHEDULING OF ALFALFA USING EVAPOTRANSPIRATION Richard L. Snyder and Khaled M. Bali 1 ABSTRACT This paper describes the Irrigation Scheduling Alfalfa (ISA) model, which is used to determine

More information

Urban Temperatures and Urban Heat Islands

Urban Temperatures and Urban Heat Islands Urban Temperatures and Urban Heat Islands James Voogt Associate Professor & President International Association for Urban Climate Western University, London ON Canada Part 2: Urban Heat Islands Beginnings

More information

Modelling the Evaporation from Bare Soil. with a Formula for Vaporization in the Soil Pores

Modelling the Evaporation from Bare Soil. with a Formula for Vaporization in the Soil Pores June 1994 J. Kondo and N. Saigusa 413 Modelling the Evaporation from Bare Soil with a Formula for Vaporization in the Soil Pores By Junsei Kondo Geophysical Institute, Tohoku University, Sendai, 980, Japan

More information

Thermal comfort study of naturally ventilated office

Thermal comfort study of naturally ventilated office Thermal comfort study of naturally ventilated office Marta Laska 1,* 1 Wroclaw University of Science and Technology, Faculty of Environmental Engineering, Wybrz. Wyspianskiego 27, 50-370 Wroclaw, Poland

More information

PERFORMANCE OF AN ENGINEERED COVER SYSTEM FOR A URANIUM MINE WASTE ROCK PILE IN NORTHERN SASKATCHEWAN AFTER SIX YEARS

PERFORMANCE OF AN ENGINEERED COVER SYSTEM FOR A URANIUM MINE WASTE ROCK PILE IN NORTHERN SASKATCHEWAN AFTER SIX YEARS PERFORMANCE OF AN ENGINEERED COVER SYSTEM FOR A URANIUM MINE WASTE ROCK PILE IN NORTHERN SASKATCHEWAN AFTER SIX YEARS B. Ayres, P.Eng. 1 M. O Kane, P.Eng. 1 L. Barber 1 D. Hiller 2 D. Helps 2 ABSTRACT

More information

An Overview of JULES. Christina Bakopoulou

An Overview of JULES. Christina Bakopoulou An Overview of JULES Christina Bakopoulou JULES, MOSES AND TRIFFID JULES (Joint UK Land Environment Simulator) is a new land surface model Joint initiative: NERC through the CEH, CLASSIC, QUEST and the

More information

Climate regulating ecosystem services: Introduction to urban microclimates

Climate regulating ecosystem services: Introduction to urban microclimates Climate regulating ecosystem services: Introduction to urban microclimates Dr Gina Cavan April 2012 gina.cavan@manchester.ac.uk Outline Climate regulating ecosystem services Fundamentals of urban climatology

More information