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Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico Christine S. O’Connell University of California, Berkeley Environmental Science, Policy, & Management (ESPM) Seminar Feb 25, 2016

Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

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Page 1: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tropical forests in a changing world:Investigating global change impacts

in Amazonia and Puerto Rico

Christine S. O’Connell

University of California, BerkeleyEnvironmental Science, Policy, & Management (ESPM) Seminar

Feb 25, 2016

Page 2: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tropical forests and global change

How is forest biogeochemistry affected by land use and climate change in two tropical sites?

- Agriculture, energy and biogeochemistry in Amazonia

- Drought, oxygen and biogeochemistry in Puerto Rico

Page 3: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Foley et al. (2011)

Agriculture occupies ~38% of Earth’s terrestrial surface

Page 4: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Agricultural expansion and trade forces subsequently drive deforestation

Hansen et al. (2013) (fig), Lenzen et al. (2012), Lambin et al. (2003), DeFries et al. (2010)

Both

Page 5: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

IPCC AR5 (2014)

Remaining forests will likely experience changes to precipitation timing and amount

Page 6: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Land and climate are changing with poorly

known consequences for tropical forest

biogeochemistry

Page 7: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tropical forests and global change

Agriculture, energy and biogeochemistry in Amazonia

- Extensification- Intensification

Page 8: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Saatchi et al. (2011), Brienen et al. (2012)

Amazonia is the globe’s largest tract of tropical forest, contains 100 Gt of carbon in biomass, and rapidly cycles water

Page 9: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Nepstad et al. (2014)

Deforestation (~20%) has been falling since 2004, as intensification on agricultural lands rises.

Page 10: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

QHow does agricultural extensification impact carbon, energy and habitat? Can we balance these ecosystem services across space?

Page 11: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

We combined data from remote sensing, model output, andgeostatistical datasets to assess spatial variation in services

Page 12: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

We combined data from remote sensing, model output, andgeostatistical datasets to assess spatial variation in services

• Changes in carbon (C) stocks• Energy balance regulation

• Habitat quality

Page 13: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

We combined data from remote sensing, model output, andgeostatistical datasets to assess spatial variation in services

• Changes in carbon (C) stocks• Energy balance regulation

• Habitat qualityWe hypothesized that comparing these impacts to agricultural gains from expansion would lead to different conservation implications for each environmental goal.

Page 14: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

C stock reductions relate to precipitation, landscape degradation, and soils

Net aboveground biomass and mineral soil C lost after land

use change

Page 15: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Local atmospheric drying after land use change is greater in the strongly seasonal east

Reduction in exported moisture per day (via

evapotranspiration)

Page 16: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

…and local warming is higher in the same area

Increase in local atmospheric

temperature (annual average)

Page 17: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Plants, birds and mammals all have the highest relative species diversity in the Andes Amazon

Number of species ranges represented in

each grid cell

Page 18: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tradeoffs consider both gains and losses

Calories gained / change in ecosystem property

Page 19: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Ecosystem services: potential cobenefits

Page 20: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Ecosystem services: potential cobenefits

Page 21: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Ecosystem services: potential cobenefits

Page 22: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

The location of future agricultural expansion will largely dictate the impacts of Amazonian land use on ecosystem services

Page 23: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Doubling Amazonia's agricultural lands at least harm to the environment

We ran an algorithm that expands agriculture at the least combined “harm,” while changing the priority between C, energy balance and habitat

Carbon storage

priority levelCarbon storage

priority levelCarbon storagepriority level

TgC

Emitt

ed

Spec

ies

Rang

es A

ffec

ted

Regi

onal

Clim

ate

Inde

x

Page 24: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Doubling Amazonia's agricultural lands at least harm to the environment

We ran an algorithm that expands agriculture at the least combined “harm,” while changing the priority between C, energy balance and habitat

Carbon storagepriority level

Carbon storage priority levelCarbon storage

priority level

TgC

Emitt

ed

Spec

ies

Rang

es A

ffec

ted

Regi

onal

Clim

ate

Inde

x

Page 25: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Doubling Amazonia's agricultural lands at least harm to the environment

Carbon storagepriority level

Carbon storagepriority level

Carbon storagepriority level

TgC

Emitt

ed

Spec

ies

Rang

es A

ffec

ted

Regi

onal

Clim

ate

Inde

x

We ran an algorithm that expands agriculture at the least combined “harm,” while changing the priority between C, energy balance and habitat

Page 26: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Where matters:balancing ecosystem services in the tropics may require tradeoffs

between environmental goals

Page 27: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tropical forests and global change

Agriculture, energy and biogeochemistry in Amazonia

- Extensification- Intensification

Page 28: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch

Page 29: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch: Land use change impacts case study

Page 30: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch: Land use change impacts case study

Page 31: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch: Land use change impacts case study

Page 32: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch: Land use change impacts case study

Page 33: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch: Land use change impacts case study

Page 34: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch: Land use change impacts case study

Page 35: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch: Land use change impacts case study

Page 36: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tanguro Ranch has three land uses:

transitional Amazon forest (F), soybean cultivation (S), and

soybean/maize (double cropped)

cultivation (M).

MAT: 27°C

MAP: 1800 mm/y

Management: N- (x2, M only) and P-fertilizer (x2), lime, pesticide, herbicide

Soils: ~40% clay; pH 4.5 (F), 5.5-6 (S, M)

Page 37: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

QAmazon intensificationtrace gas patterns: How does cropland management affect CO2, N2O and CH4 in Southeastern Amazonia?

Page 38: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Do the impacts of land use propagate down the soil profile in a way that may influence trace gas emissions?

10m soil pit!

Page 39: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

15 cm

40 cm

75 cm

150 cm

250 cm

350 cm

450 cm

Gas Sampling Data

ThermocoupleandTime-Domain Reflectometry

Three pits in transitional Amazon forest (For), three in

agriculture (Ag).

Page 40: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Agricultural soils are wetter, with a pronounced dip at crop rooting depth; high forest moisture variability

Land use effect, p < 0.0001; depth effect, p < 0.0001; interaction, p < 0.001

Page 41: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Agricultural soils are also hotter, and less variable than forest temperatures –promoting trace gas production

Land use effect, p < 0.0001; depth effect, p < 0.0001; interaction NS

Page 42: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

How do these abiotic factors interact with N fertilizer management to influence trace gas

emissions in cropland and forest?

Page 43: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Field measurement of N pools and GHG fluxes

+ 30 kgN/yr as nitrate+ 45 kgN/yr as urea

Page 44: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Forest (F) Soybean (S) Soybean/Maize (M)

Dry season N2O emissions are uniformly near zero (~0-0.5 ngN/cm2/h). Surprisingly, wet season emissions

remain low as well, between 1-4 ngN/cm2/h. Land uses did not significantly differ.

S MF

Page 45: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

While post-fertilization N2O peaks can be substantial, in several cases they barely deviated from the baseline.

Page 46: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

S MF

NO3- concentrations

are significantly higher in N-fertilized maize fields than in forests (p < 0.01).

However, there is not a significant

correlation between N2O emissions and

soil inorganic N availability.

Page 47: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Forest (F) Soybean (S) Soybean/Maize (M)

CO2 fluxes are highest in soybean/maize sites (p < 0.01). Comparison of row-interrow chambers indicated

that cropland row chambers had fluxes ~90% higher than inter-row chambers.

S MF

Page 48: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Forest (F) Soybean (S) Soybean/Maize (M)

CH4 emissions in forests had strong heterogeneity within site. Forest soil uptake of CH4 was significantly

larger than in agricultural soils (p < 0.001).

S MF

Page 49: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

What are the implications of these differences for global climate?

Page 50: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

We extrapolated to an annual flux on each land use by calculating the average dry season flux, wet season flux, and “post-fertilization” flux (<15 days after N fertilization)

Take-away: N2O sees re-ranking between forest/ag annual emissions with management

Page 51: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Amazonian intensification may have limited greenhouse

gas consequences, with profound implications for tropical agriculture

Page 52: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Tropical forests and global change

Agriculture, energy and biogeochemistry in Amazonia

Drought, oxygen and biogeochemistry in Puerto Rico

Page 53: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Luquillo Experimental Forest: Historic drought

Page 54: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

QHow does severe drought impact belowground biogeochemistry and GHG emissions?

Page 55: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Field array (O2 and TDR sensors, automated GHG chambers) allowed high temporal resolution data before, during and after

Page 56: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Soil moisture and O2 exhibited a threshold response to drought with lengthy persistence; valley less sensitive to O2 changes

Page 57: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Soil moisture and O2 exhibited a threshold response to drought with lengthy persistence; valley less sensitive to O2 changes

Page 58: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico
Page 59: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Greenhouse gas emissions show patterns across topographic space: particularly CO2 on slopes.

Page 60: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Iron(II) concentrations decreased post-drought, particularly in the valleys, while Iron(III) concentrations increased, associated with Iron(II) oxidation to Iron(III) after soil oxygen availability rose.

Page 61: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Inorganic phosphorus concentrations declined dramatically during the drought, possibly due to Fe-P bonding. Organic P increased slightly, possibility due to decreased decomposition rates.

Page 62: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Drought may impact tropical forest carbon storage both directly via moisture changes,

and indirectly via nutrient availability

Page 63: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Summary: Land use change

Page 64: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Deforesting tropical land likely has much larger

biogeochemical ramifications than intensification on

tropical agricultural lands

Page 65: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Summary: Climate change

Page 66: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Climate change impacts on tropical forest

functioning will likely feature complex feedbacks

between nutrient cycles

Page 67: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Improving our knowledge about how global change impacts tropical forests will be critical to managing these key

ecosystems in a changing world

Page 68: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Thanks very much

Photo creditsFlickr CC Users

CIFORBilltacular

Jacsonquerubinflinner!

Carine06LeoFFreitas

terryduggalliceIcelight

MODIS images via NASA

Obrigada toThe Silver Lab and ESPM for postdoctoral support

My wonderful mentors at Minnesota: Sarah Hobbie, Steve Polasky, Jennifer Powers, Rod Venterea, and Jon Foley

Colleagues at collaborating institutions: Mike Coe, Eric Davidson, Chris Neill, Marcia Macedo, Paul Lefebvre, Chelsea Nagy, Carlos Cerri, and Paulo Brando

The field team at Tanguro: Santarem, Bati, Darlisson, Ebis, Sandro and Dona Lucia

Supporting agencies below:

Christine S. O’Connell, [email protected], UC-B ESPM

Page 69: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico
Page 70: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

IPCC AR5 (2014)

Remaining forests will likely experience changes to precipitation timing and amount

Page 71: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Carbon storage priority changes

Habitat quality priority changes

Regional climate priority changes

Tg C Effects Habitat Effects Reg. Clim. Effects

Page 72: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Carbon storage priority changes

Habitat quality priority changes

Regional climate priority changes

Tg C Effects Habitat Effects Reg. Clim. Effects

Page 73: Tropical forests in a changing world: Investigating global change impacts in Amazonia and Puerto Rico

Carbon storage priority changes

Habitat quality priority changes

Regional climate priority changes

Tg C Effects Habitat Effects Reg. Clim. Effects