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Research Opportunities

Many opportunities exist for Undergraduate students in Environmental Science, Earth and Planetary Sciences and Environmental Engineering to perform Honor's thesis research in the Biometeorology Lab. Opportunities also exist for Math, Physics and Computer Science Students interested in data processing, data acquisition, instrument development and environmental measurements. Please Contact Prof. Baldocchi if interested.

Berkeley also has several competitive Postdoctoral programs to consider for those interested in working in the Biomet lab:
S.V Ciracy-Wantrup Postdoctoral Fellowship

Research Topics and Questions for Potential Graduate Students

(updated March 2005)

The field of biometeorology in its broadest context, is associated with the study of interactions between the physical environment and all of Life's forms, including terrestrial and marine vertebrates, invertebrates, plants, funghi and bacteria. We focus our study of the biometeorology on a subset of this list--microbes, vegetation and ecosystems. A more apt name for this academic grouping is "canopy micrometeorology", a discipline that examines the interaction between vegetation, the soil and weather. By nature, this topic is multi-disciplinary. It uses information from the fields of environmental physics, environmental biology, eco-physiology, biogeography, ecology, biogeochemistry, soil and atmospheric sciences, atmospheric chemistry, hydrology and botany. An alternative name for this discipline could be bio-geo-physio-chemistry.

We view biometeorology as playing a crucial role at the intersection among environmental physics, plant ecology and biogeochemistry. Environmental disciplines that need or use biometeorological and bioclimatic information or that contribute to the development of these fields include: micrometeorology, agricultural meteorology, forest meteorology, physical ecology, environmental science, fluid mechanics, radiative transfer, plant physiology, atmospheric chemistry, biogeochemistry, biophysics, environmental physics, soil physics, hydrology, ecophysiology and microbial ecology.

These cited disciplines need biometeorological data because they require information on that state of the atmosphere to drive algorithms that predict rates of reactions, processes and rates of change. One also needs to recognize that the state of the atmosphere is not independent of the status of the underlying vegetation. Vegetation has a feedback role on the atmosphere by the state of its albedo, surface resistance, leaf area index and aerodynamic roughness. Hence, we need to study biosphere-atmosphere interactions if we expect to quantify the state of the atmosphere correctly and understand how it evolves with time and varies in space. The space scales of interest range from the dimension of leaves through the canopy, depth of the planetary boundary layer and horizontal dimension of the landscape. The time scales of interest range from fractions of seconds, through hours, days, seasons, years and upt to decades. Through these scales we are able to investigate many issues of biocomplexity, including the roles of non-linear responses of the the soil and plants to perturbations in biophysical forcings and the roles of pulses, lags and switches.

Below is a list of potential research topics or questions that could be addressed through association with this lab, as a graduate student, postdoctoral fellow or visiting researcher:

Theme 1: Mass and Energy Exchange of Plant Canopies



1. Measuring and modeling carbon dioxide, water vapor, energy fluxes of across vegetation/atmosphere interface.

Research involves on this topic requires the scaling or integration of biometeorological information from the scales of cells and leaves to the dimension of plant canopies and landscapes. Research involves an investigation of underlying biophysical processes that control mass and energy exchange between the atmosphere and biosphere and how these fluxes and their controlling variables vary in time and space.

Ecosystems of interest to participants in this lab span across the globe from the Mediterranean and Boreal zone. At present our research group is focusing on an oak/grass savanna and a grazed rangeland ecosystem. But ecosystems of interest encompass chaparral, boreal and temperate conifer forests, temperate deciduous forests, crop, through our participation and leadership of the FLUXNET project.. There is also potential to use the nearby Sierra Nevada Mountains and Central Valley Delta to study wetlands and alpine meadows, orchard and vineyard ecosystems.

Most soil/plant/atmosphere mass and energy exchange models are steady-state. Yet we know that the wind, temperature and light environment and the biological state of the vegetation and soil are highly dynamic. New areas of inquiry are moving towards investigation of the roles of switches, pulses and lags on biosphere-atmosphere trace gases exchange. Studies can be developed to investigate what is the role of wind and light dynamics on canopy energy balance/photosynthesis system? How do wind gusts affect light penetration and mass and energy fluxes? Others can address how do rain pulses alter microbial activity and CO2 production? Developing a dynamic leaf energy balance and incorporating it into a canopy scale mass and energy exchange model is a plausible project.

Water is a limiting factor to the functionality of Californian ecosystems. Improvements are needed with regard towards the simulating stomatal conductance and canopy mass and energy fluxes of canopies experiencing soil moisture deficits. We'd also like to examine the interactions between oak tree density, precipitation input and evaporation using our field biometeorology sites and the UC Experiment Stations at Hopland, Hastings and Sierra field station. There is also potential to evaluation carbon balance of oaks on rough topography by linking estimates of water use efficiency and sap flow measurements of transpiration.

The CANVEG model is our working paradigm and has the potential to compute fluxes of carbon dioxide, 13CO2, water vapor, energy, isoprene, ozone and SO2. Tested and validated models can be used to ask environmental questions that are difficult to measure in the field. How carbon and water fluxes are partitioned between soil and vegetative compartments and how does flux partitioning vary with functional type, leaf area and seasonis still a new area of research. The CANOAK model needs to expanded to incorporate biogeochemical modules associated with soil carbon pools, plant water deficits, and soil moisture transfer. I also envision coupling CANOAK to the higher order closure model of Meyers and Paw U to investigate the role of changing canopy structure on turbulence fields and mass and energy fluxes.

There is need to further investigate the roles of model complexity and hierarchy as we extend our models from patches and short studies to the scale of seasons and years. Most models have been developed for closed canopies and ideal canopies. More work is needed on the modeling and measurement of mass and energy fluxes over open and heterogeneous stands of vegetation, which are typical of the California landscape.

Another question that begs asking is how does model complexity vary with canopy structure. Open canopies are very complex, but they are mostly sunlit and show lots of soil. There is potential that simple models may work better than complex ones, for instance. One could use the AmeriFlux data base to test model complexity across a spectrum of leaf area indices. One can also use the CANVEG model as a tool to develop and parameterize simpler models. One approach gaining favor is the Localized Near Field model of Raupach. There is also need to couple Eulerian Higher Order Closure models (to compute turbulence and wind fields in and above vegetation canopies) with Lagrangian random walk models.

There is also much potential for future field studies to interpret eddy covariance flux measurements with stable isotopes. Preliminary studies are underway that use stable isotopes to evaluate fractions of soil respiration that are attributed to roots and microbes. With such data in hand, there is the potential to determine Net Primary Productivity at the stand scale, rather than the measure of Net Ecosystem Exchange that the eddy covariance system provides.

2. Plant/Atmosphere/Climate Interactions

Opportunities exist to use the International FLUXNET database to construct climatologies of mass and energy fluxes. Examples of potential work include an examination of relations between plant functional activities, climate and physionomy.

Several new and exciting questions that are being raised from on-going research by the biometeorological community. We observe that cloudiness enhances the potential for carbon uptake by plants. There reason is still controverisal, but seems to be linked to light transmission, leaf energy balance and the distribution of resources in plants. Recent studies also indicate that plants emit VOCs that produce aerosols that diffuse the light received by the canopy. Further investigation on this phenomenon and its impact on global and regional scale fluxes is needed.

The transition from winter to spring has major impacts on biometeorology as there is a step change from a dormant to a biologically active landscape. We are also experience earlier springs. What is the impacts of phenology, leaf area, growing season and latitude on carbon and water vapor budgets of plant stands? What impact does leaf out have on PBL growth, Bowen ratio, the generation of convection and rain? These questions are raised as data shows how cloud, temperature and humidity patterns vary before and after leaf-out. What impact does this and associated changes in biosphere-atmosphere exchange of trace gases and energy have on local, regional and global climate? Obviously, there is need to develop better phenological models for plant/atmosphere interaction models. Our preliminary data suggest that leaf out of deciduous trees is triggered when deep soil temperature matches mean annual air temperature. Does this relationship hold with a larger database and for more functional types? There are also new datasets being developed that take daily pictures of canopy structure. These direct observations of phenology have yet to be used and related to biosphere fluxes.

With our model and measurement facilities, we are able to address some contemporary ecological questions, too. For instance, how does elevated biodiversity, CO2 exposure, nutrient status and niche position affect canopy energy balance, photosynthesis and leaf energy balances? At the landscape scale one can ask: what are the impacts of grazing, physiological photosynthetic pathway, land use change, deforestation, fires, species change, and species diversity on biosphere-atmosphere interactions?

Work is also expanding into spectral reflectance and linkages with eddy fluxes. Ongoing studies are assessing the seasonal variation of high resolution spectral reflectance from grass and relating it to carbon fluxes and normalized difference vegetation indices produces by the MODIS sensor.

With our interests in water, we are also conducting research in the area of ecohydrology. We are asking questions relating to the role of water balance and soil water capacity on whether a landscape is composed of a woodland or open grassland. Of course other features, such as fire, grazing and disturbance are playing a role.

 

3. Spatial Scaling and Sub-Grid Variabilty

Fundamental research on flux footprints under oak/grass, orchards and ponderosa pine systems is needed to understand sub-grid variability and to use eddy covariance measurements to validate coarser scale products derived from remote sensing. . What are the dimensions of flux footprints and the spatial variability of fluxes under a forest or orchard system? How different are fluxes of water and carbon under widely spaced oak trees versus the near by grass system? How do results from Lagrangian, Large Eddy simulation and higher order closure models differ in computing turbulence and footprints? What is the role of source sink partitioning on footprints? What is the effect of shifting of the wind vector in the canopy affect flux footprints? How representative are tower flux footprints at the scale of MODIS products?

With a validated Flux Footprint model, one can use it to address other research questions. AmeriFlux research sites span a wide variety of landscapes, both uniform and mixed and on level and rolling terrain. How do differences in wind direction affect the annual sums of carbon dioxide and water vapor fluxes? There is need to develop weighting schemes for flux integration based on wind direction, footprint dimensions and vegetation in the footprints. We have also found that footprint information is needed to address isoprene fluxes from multi-specied forests. There is potential for using this tool to address biodiversity questions with micrometeorological tools.

Working with NASA and DOE we have acquired a large selection of IKONOS images for many AmeriFlux sites to explore footprints across a spectrum of sites with varying complexity.

We are also doing theoretical work by updating the classic 'Daisyworld' model and incorporating surface energy balance computations to assess a wet-dry 'Daisy-world'.  By using this theory in two dimensions we can explore many micrometeorological issues with regards to subgrid parameterization of surface fluxes and meteorological conditions that consist of vegetation in random, clumped and organized patterns. We can also use the model to explore ecological issues about the roles of grass-tree competition and landscape patchiness.

An offshoot of such work could be an examination on the role of topography, punctuated cloud fields and canopy height on energy balance closure. This is an important topic as our communtity is unable to close the energy balance at complex sites within 15 to 20%.

Theme 2: Biometeorology and Biogeochemistry, EcoPhysiology and Ecosystems



Micrometeorological methods can be used to address numerous questions relating to biogeochemistry. We are able to measure field scale fluxes, and are there able to address questions relating to trace gas exchange. One area is associated with carbon sequestration. We are able to measure how canopy fluxes of carbon. Using biogeochemical tools such as isotopes we can inquire whether the carbon is being stored in plants, roots or the soil.

We can collaborate with microbial ecologists and biogeochemists to ask questions relating to carbon pulses after rain fall. Questions of interest involve how to partition soil respiration into its autotrophic and heterotrophic components? How does soil respiration scale with photosynthesis? Are there lags due to the translocation of photosynthate that is later exudated at the roots and available to microbes? What is the time scale of these lags? Are the pulses a function of the digestability of the carbon, or are different microbial communities responsible for decomposition, and this varies with season and ecosystem?

Isotope biogeochemists treat the canopy as a well stirred box. Yet we know turbulent transfer in and out of canopies is very intermittent and that counter-gradient transfer can occur. How does intermittent turbulence and counter-gradient transfer affect the interpretation of isotope measurements in forests? There is potential to link algorithms that compute isotope fluxes with the CANVEG biometeorological model to investigate these problems.

Being in the Bay Area, we are in close vicinity to the Sacramento-San Joaquin Delta, a large wetland ecosystem. In this region we can perform reserach on the controls fluxes of carbon dioxide and methane over wetlands and rice paddies. How do gradients in salinity across the Bay Delta estuary affect methane production? With reclamation of former farmlands in the Delta, will methane fluxes offset CO2 uptake, in regards to greenhouse potential?

One of our long term efforts involve assessing the seasonal varition in photosynthetic capacity of plants. What ecological and climatic factors affect their time course and the maximum value attained? If we invert carbon fluxes at the canopy scale, how does this inferred seasonality of photosynthetic capacity compare with leaf measurements? We also need to assess mesophyll conductance and understand how it affects the interpretation of leaf gas exchange measurements. This work will involve the use of isotopes, leaf flourescence measurements and leaf diffusion modeling.

We are also collaborating with students on the role of biometeorology in explaining the co-existance of native and perennial grasses. Why have annual grasses excluded much of California's native bunch grasses. Can features like albedo, evaporation and water holding capacity explain part of the puzzle?


Theme 3: Canopy Micrometeorology and the Planetary Boundary Layer



In the area of canopy micrometeorology theoretical and applied questions exist. One problem plaguing our field is the assessment of eddy fluxes at night. Much research is needed on the roles of intermittent turbulence on measuring nocturnal fluxes of carbon dioxide, trace gases and energy. Are we missing carbon at night due to violations in the concept of Reynolds averaging, how we measure the storage term, nocturnal drainage or from storage of CO2 in the soil air space? What are the roles of instability of turbulence inside the canopy relative to stability over the canopy at night? We have several years of data from a temperate forest that would be a good resource for such an investigation.

The field of measuring fluxes under canopies is still in its infancy. We know that the turbulence spectra under forests differ from that above. But how do power and co spectra vary with atmospheric stability, canopy roughness and terrain complexity. As part of the FLUXNET project we compiled over 100,000 of raw turbulence data from a spectrum of sites. We need to continue analyzing these data to get a better understanding of turbulence structure over vegetation. We need to know the consequence on issues such as spatial separation of instruments, slow sensors. A new set of transfer functions needs to be developed. What is the proper way to assess measurements and compute fluxes? What are optimal filtering time constants, averaging times?

For some trace gases, we still need to rely on flux-gradient methods. So more work is needed to quantify the Eddy Exchange enhancement parameter in the roughness sublayer. With a Lagrangian model and data we can assesses the impact of canopy structure on evaluating eddy exchange coefficients in the roughness sublayer.

There is much interest in using remote sensing to assess surface fluxes of heat and energy. We need more studies on longwave energy emission on theoretical and experimental efforts on the relation between the aerodynamic versus skin temperature of a deciduous forest (full leaf/leaf-less). We have data sets from past studies that can be used for this purpose. Such work can also be linked to the fields of remote sensing and the interpretation of satellite derived fluxes.

The majority of wind studies have been conducted over closed canopies. Savanna systems are open and heterogeneous. What is the characteristics of wind and turbulence around isolated trees.



Micrometeorologists have spent the last 40 years examining fluxes over flat surfaces. Yet most natural landscapes are on non-level terrain.  In such situations, advection continues to be a problem affecting the interpretation of eddy flux measurements. Few advection models consider the coupled effects of wind flow distortion, plus alterations in sources and sinks due to soil, water balance, vegetation state and sun climate. Working in California, many opportunities exist for measuring and modeling carbon, water and energy fluxes over complex terrain.

There is a major need to measure and model fluxes over sloping and complex terrain, over short and tall vegetation. The implications on carbon and water budgets may be huge, as current data suggests that drainage flow is causing many FLUXNET sites to miss respiratory fluxes of carbon. We view this topic as one of growing importance. It is also a niche that has received little attention, yet the consequence of work on this topic can be great.

The measurement and modeling of radiative transfer through vegetation is a major component of any biometeorological exercise. Most native stands seem to have clumped foliage. There is need to study ways to quantify clumping across a gradient of plant functional types. Also there is need to assess the impact of considering or ignoring clumping on the modeling of fluxes. (most landscape scale models ignore clumping, yet preliminary tests show it can affect fluxes by 20 to 30%). The East Bay hills are a perfect laboratory for conducting such work, for they possess a spectrum of canopies and plants with different clumping features.

With regards to soil-atmosphere gas exchange there is evidence that pressure fluctuations affect the efflux of gases, but more work is needed in this area. There is also a need to couple model of soil gas diffusion to CANVEG.

We are also interested in how the surface layer interacts with the overlying planetary boundary layer. At present we are seeing huge increases in pbl CO2 concentrations after summer rains, when we observe large respiratory pulses and the wet surface inhibits the growth of the pbl. What is the interaction between PBL growth, photosynthesis and CO2 concentrations in the tropososphere, the rectifier effect? We have data sets from past studies that can be examined, such as measurements of surface fluxes and pbl development over a jack pine stand and a temperate forest. Some regions experience subsidence (Siberia), while others don’t (Canada). What is the impact of this feature on CO2 evolution?

On a practical side there is need to examine the micrometeorology of Californian crop, orchards and vineyards. Questions to be raised include: What is the impact of cultural practices on orchard microclimate? what is the impact of grass on water use, crop quality and temperature profiles within an orchard?

Theme 4: Biometeorology/Atmospheric Chemistry



Plants emit many chemicals that contribute to the chemical composition of the atmosphere. Isoprene and monoterpenes are driven by factors measurement and modeled by biometeorologist, light, temperature and stomatal conductance. There is need to look at the role of leaf energy budgets on extreme temperature and the evolution of isoprene emission as a way to impact thermostability of membranes (a test theory of Sharkey). We also need to investigate the roles of chemical reactions on chemical composition within forests. For example, the CANOAK model can be adopted to treat the uptake, emission and transformation of reactive chemicals like O3, NO and NO2 in the presence of VOCs. With such a model we can ask how different are chemical and turbulence time scales in forests?

Theme 5: Agricultural and Ecological Climatology and Meteorology

Climate is expected to change in California, with warmer temperatures and either wetter or drier winters. How will these climatic changes affect agricultural and ecosystem services. Tree crops in California require a critical number of chill units during the winter dormant season. If warming occurs will these trees accumulate enough chill units? Using current and historical weather data, are there trends in winter chill?

Warming will also affect evaporation and ecosystem water balance. How will feedbacks between the timing of rainfall and the atmospheric demand for water alter the annual water balance of natural and managed ecosystems?

Theme 6: Instruments and Measurements

We'd like to apply micrometeorological theories to address questions in related fields. But such work needs instrument development, an area that can be attractive to a bioenvironmental engineers and applied physics students.

At present we are developing spectral reflectance sensors based on light emitting diode technology. By using LEDs with narrow spectral bands, we are developing specific instruments that can measure NDVI and PRI. This work has been initiated by an undergraduate applied physics student, Ilse Ruiz-Mercado, who was a visiting student from Mexico and is now a graduate student at UC Berkeley.

We are working with groups from UCB, UCLA and UCR on implementing Embedded Networks of instruments that telecommunicate (www.cens.ucla.edu). There is promise to expand this technology to sample spatial variation of meteorological variables in the field setting.

During 2005 we will purchase an off axis laser spectrometer, from Los Gatos Research (LGR) to measure methane fluxes.

In the future we plan to develop:

1. Calibration systems for soil respiration and soil heat flux;

2. a relaxed eddy accumulation system

3. a CO2 gradient sampling system for advection

4. A tram system for measuring spatial patterns in solar radiation

and

5. a package for probing CO2 concentrations in the planetary boundary layer, using a tethered balloon or a flying package.


Facilities

The Berkeley Biometeorology Llaboratory has a modern and state-of-art set of meteorological, soil physics and ecophysicological equipment for conducting research on biosphere-atmosphere intereactions and exchange of trace gases.

Eddy Covariance Flux Instrumentation: Six suites of micrometeorological instrumentation are available for making flux covariance measurements. These instruments include seven three-dimensional sonic anemometers (Gill Windmaster Pros), six open-path infrared gas analyzers for fast response CO2 and water vapor measurements (Licor 7500).

Micrometeorological Instrumentation: To interpret field measurements of mass and energy exchange we possess a suite of meteorological instruments. These include two closed path infrared gas analyzers (LI-6262 and LI-800), four temperature/humidity sensors (Vaisala HMP-45), seven net radiometers (Kipp and Zonen NR Lite and CNR-1), two pyranometers, and four quantum sensors, two rain gauges, a Delta-T diffuse PAR sensor and two pressure sensors. Recently we purchased an Ocean Optics spectral radiometer for examine high resolution spectral reflectance from vegetation. We have developed a high precision CO2 profiling system that automatically and regularly calibrates the infrared gas analyzer (LI-800) and controls cell pressure with a pressure control unit.

Soil Physics Instrumentation: Equipment is on hand to measure soil temperature, moisture and CO2. To measure heat content we have ten soil heat flux plates (Huseflux) and several homemade soil temperature probes. To measure soil moisture we have one time domain reflectometer (Moisture Point) and six frequency domain reflectometers (Thete Probes). To measure CO2 profiles, we have eight Vaisala GMT 220 CO2 probes. A Decagon dewpoint hygrometer is in house to measure soil moisture release curves, which allows us to characterize the hydraulic properties of the soil. We also have developed an incubation system for measuring carbon turnover time of soil samples using a closed path infrared gas analyzer (LICOR 6262)

Ecophysiological Equipment: Ecophysiological equipment exists to measure photosynthesis, stomatal conductance, leaf water potential, transpiration and soil respiration. A LICOR 6400 automated cuvette system is used for the leaf and soil gas exchange measurements and flourescence. A Soil Moisture pressure bomb is used to measure leaf water potential. An automatic LICOR planimeter is in house for leaf area index measurements, on plant samples, as well is a LICOR 2000 available for remote sensing estimates of LAI in the field. Sapflow is measured with heat pulse technique using a design developed in the Dawson Lab. Finally, we purchased a hand-held laser altimeter for measuring tree height.

Calibration Facilities: State-of-art calibration facilities are available to ensure high quality measurements. Calibration facilities in the laboratory include 4 primary reference tanks of CO2 that are linked to the NOAA CMDL/WMO world standards. We also house laboratory standard instruments for cross-calibrating humidity, net radiation, solar radiation, soil heat flux plates and temperature.

Field Laboratory: Field experiments are conducted at a savanna field site, near Ione, CA. The field study has been in operation, measuring ecosystem scale trace gas fluxes, since April 2000. Site infrastructure includes a 20 m walk-up tower and 12 solar panels and batteries for electrical power. The site is fenced and secure from the public. This site is equipped with the necessary instrumentation and computer resources to collect canopy scale flux and meteorology data. A network of data loggers (Campbell CR-10 and CR-23x) and personal computers are used to acquire, log and store data.

Numerous measurements of site characteristics have been made. Site surveys include information on leaf area index, canopy height, stand density, leaf chemistry, soil hydraulic and thermal properties and chemistry. We also have acquired high resolution remote sensing imagery of the site (IKONOS 1 m resolution, panchromatic, 4 m resolution visible bands), have laser altimeter imagery and CASI images of our savanna site.

Collaborative Opportunities

We are a member of the Atmospheric Science Center, so we have the opportunity to collaborate with many UCB ecosystem scientists on problems that overlap in the areas of atmospheric chemistry, biogeochemistry, remote sensing and terrestrial ecology. There is potential to interact with Dr. Inez Fung (ESPM/EPS) on problems linking global scale models with patch models, with Dr. Allen Goldstein (ESPM) on atmospheric chemistry problems relating to volatile organic hydrocarbons and ozone, with Prof. Todd Dawson (IB) on measuring and modeling isotopes in forests, with Prof. Whendee Silver (ESPM) on interactions between nitrogen cycle and fluxes, with Prof. John Battles (ESPM) on net primary productivity, with Dr. Mary Firestone (ESPM) on nitrogen emission from landscapes, with Prof. Yoram Rubin (CEE) on soil moisture dynamics, with Prof. Peng Gong (ESPM) on remote sensing of forests, and Prof. John Harte (ESPM/ERG) on carbon cycling, among others.

Within the Public and Private universities in California, we have long interactions with Dr. Kyaw Tha Paw U and Rick Synder at the University of California, Davis. There is also potential to collaborate with Mike Goulden, UC Irvine, Walt Oechel, San Diego State, Joe Berry and Chris Field at Stanford's Carnegie Institute and Bev Law at Oregon State University on a range of biometeorological and ecological questions pertaining to California.

There is also potential to forge collaborations with colleagues at National Laboratories. Dr. Tilden Meyers and Kell Wilson, NOAA/ATDD  are measuring mass and energy fluxes over a variety of landscapes in the eastern US. Dr. Margaret Torn, Marc Fischer and Bill Riley, at LBL, is interacting with us on examining the partitioning of carbon between soil and plants. Nate McDowell of Los Alamos National Lab, a UC unit, are working on land-atmosphere interactions and carbon isotope fluxes. Many data sets exist that can be of great interest to prospective students.


© 2005 UC Regents   Last revised: 2009/11/08