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Nitrogen deposition and extinction risk in carnivorous plants: ecological challenges for the next century Nitrogen deposition and extinction risk in carnivorous plants: ecological challenges for the next century Nicholas J. Gotelli Department of Biology University of Vermont Burlington, VT 05405 U. S. A.

Effects of N Deposition • Individual ØAltered morphology ØChanges in reproduction, survivorship Effects of N Deposition • Individual ØAltered morphology ØChanges in reproduction, survivorship

Effects of N Deposition • Individual ØAltered morphology ØChanges in reproduction, survivorship • Population Effects of N Deposition • Individual ØAltered morphology ØChanges in reproduction, survivorship • Population ØIncreased long-term extinction risk ØChanges in short-term dynamics

Effects of N Deposition • Individual Ø Altered morphology Ø Changes in reproduction, survivorship Effects of N Deposition • Individual Ø Altered morphology Ø Changes in reproduction, survivorship • Population Ø Increased long-term extinction risk Ø Changes in short-term dynamics • Community Ø Changes in abundance and composition Ø Altered nutrient transfer and storage

Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Individuals Effects on Populations Effects on Communities The Role of Ecologists

Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Individuals Effects on Populations Effects on Communities The Role of Ecologists

Carnivorous plants: wellknown, but poorly studied Carnivorous plants: wellknown, but poorly studied

Carnivory in plants • Phylogenetically diverse • Morphological, chemical adaptations for attracting, capturing, digesting Carnivory in plants • Phylogenetically diverse • Morphological, chemical adaptations for attracting, capturing, digesting arthropods • Common in low N habitats • Poor competitors for light, nutrients

Family Sarraceniaceae Genus Common Name Number of Species Distribution Darlingtonia Cobra Lilly 1 Northwest Family Sarraceniaceae Genus Common Name Number of Species Distribution Darlingtonia Cobra Lilly 1 Northwest USA Heliamphora Sun Pitchers 5 North-central South America Sarracenia Pitcher Plants 8 Eastern USA, Canada

Genus Sarracenia • • • 8 described species Center of diversity in southeastern US Genus Sarracenia • • • 8 described species Center of diversity in southeastern US Many subvarieties Extensive hybridization Sarracenia purpurea (New Jersey. Canada)

The Northern Pitcher Plant Sarracenia purpurea • Perennial plant of low-N peatlands • Lifespan The Northern Pitcher Plant Sarracenia purpurea • Perennial plant of low-N peatlands • Lifespan 30 -50 y • Arthropod prey capture in waterfilled pitchers • Diverse inquiline community in pitchers

Sarraceniopus gibsoni Wyeomyia smithii The Inquilines Blaesoxipha fletcheri Habrotrocha rosa Metriocnemus knabi Sarraceniopus gibsoni Wyeomyia smithii The Inquilines Blaesoxipha fletcheri Habrotrocha rosa Metriocnemus knabi

Inquiline food web Inquiline food web

Phyllodia • Flat leaves • No prey capture • High concentration of chlorophyll, stomates Phyllodia • Flat leaves • No prey capture • High concentration of chlorophyll, stomates • Photosynthetically more efficient than pitchers

Flowering Stalks • Single stalk per rosette • Flowering after 3 to 5 years Flowering Stalks • Single stalk per rosette • Flowering after 3 to 5 years • Bumblebee, fly pollinated • Short-distance dispersal of seeds

Leaf Senescence • End-of-season die off • Production of new leaves in following spring Leaf Senescence • End-of-season die off • Production of new leaves in following spring • Annual increase in rosette diameter

Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Individuals Effects on Populations Effects on Communities The Role of Ecologists

Nutrient Treatments • • • Distilled H 20 Micronutrients Low N (0. 1 mg/L) Nutrient Treatments • • • Distilled H 20 Micronutrients Low N (0. 1 mg/L) High N (1. 0 mg/L) Low P (0. 025 mg/L) High P (0. 25 mg/L) • N: P(1) Low N + Low P • N: P(2) Low N + High P • N: P(3) High N + Low P Nutrient Source: Micronutrients: Hoaglands N: NH 4 Cl P: Na. H 2 PO 4

Anthropogenic N additions alter growth and morphology Anthropogenic N additions alter growth and morphology

Anthropogenic N additions alter growth and morphology Increasing N Anthropogenic N additions alter growth and morphology Increasing N

Effects of Anthropogenic N additions • Increased production of phyllodia ØPhenotypic shift from carnivory Effects of Anthropogenic N additions • Increased production of phyllodia ØPhenotypic shift from carnivory to photosynthesis • Increased probability of flowering

Contrasting effects of anthropogenic N vs. N derived from prey Contrasting effects of anthropogenic N vs. N derived from prey

Food Addition Experiment • • Ecological “press” experiment Food supplemented with house flies Treatments: Food Addition Experiment • • Ecological “press” experiment Food supplemented with house flies Treatments: 0, 2, 4 , 6, 8, 10, 12, 14 flies/week Plants harvested after one field season

Food additions do not alter growth and morphology Increasing prey Food additions do not alter growth and morphology Increasing prey

N uptake increases with food level N uptake increases with food level

P uptake increases with food level P uptake increases with food level

N: P ratio decreases with increasing food supply N: P ratio decreases with increasing food supply

Altered N: P ratios suggest P limitation under ambient conditions Ambient P limitation (Koerselman Altered N: P ratios suggest P limitation under ambient conditions Ambient P limitation (Koerselman & Meuleman 1996, Olde Venternik et al. in press)

Food additions do not alter growth and morphology Increasing prey Food additions do not alter growth and morphology Increasing prey

Anthropogenic N additions alter growth and morphology Increasing N Anthropogenic N additions alter growth and morphology Increasing N

Contrasting effects of anthropogenic and natural sources of N Anthropogenic N ØAltered N: P Contrasting effects of anthropogenic and natural sources of N Anthropogenic N ØAltered N: P ratios ØMorphological shift ØReduction in prey uptake Prey N ØUptake, storage of N & P ØNo morphological shifts ØContinued prey uptake

Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Individuals Effects on Populations Effects on Communities The Role of Ecologists

Study Sites Study Sites

Demography survey • 100 adult, juvenile plants tagged at each site • Plants censused Demography survey • 100 adult, juvenile plants tagged at each site • Plants censused and measured each year • Seed plantings to estimate recruitment functions

Recruits Juveniles Adults Flowering Adults Sarracenia matrix model Recruits Juveniles Adults Flowering Adults Sarracenia matrix model

4. 00 Recruits 0. 10 Juveniles 0. 04 Adults 0. 09 0. 95 0. 4. 00 Recruits 0. 10 Juveniles 0. 04 Adults 0. 09 0. 95 0. 18 0. 83 0. 70 Flowering Adults 0. 17 Hawley Bog Transitions

4. 00 Recruits 0. 10 Juveniles 0. 13 Adults 0. 17 0. 85 0. 4. 00 Recruits 0. 10 Juveniles 0. 13 Adults 0. 17 0. 85 0. 10 0. 66 0. 71 Molly Bog Transitions Flowering Adults 0. 31

Matrix Transition Model (stationary) nt+1 = Ant Population vector at time (t + 1) Matrix Transition Model (stationary) nt+1 = Ant Population vector at time (t + 1) Transition matrix Population vector at time (t)

Population Projections Site r individuals/individual • year Hawley Bog 0. 00456 Doubling Time 152 Population Projections Site r individuals/individual • year Hawley Bog 0. 00456 Doubling Time 152 y Molly Bog 0. 00554 125 y

Deterministic Model: Results • Growth, survivorship, and reproduction are closely balanced in both sites Deterministic Model: Results • Growth, survivorship, and reproduction are closely balanced in both sites • Doubling times > 100 y • Juvenile, adult persistence contribute most to population growth rate • Sexual reproduction, recruitment relatively unimportant

Matrix Transition Model (stochastic) nt+1 = Atnt Population vector at time (t + 1) Matrix Transition Model (stochastic) nt+1 = Atnt Population vector at time (t + 1) Random transition matrix at time (t) Population vector at time (t)

Stochastic Model: Results • Cannot reject H 0 (r = 0. 0) • Environmental Stochastic Model: Results • Cannot reject H 0 (r = 0. 0) • Environmental variation can lead to a substantial risk of long-term extinction (0. 3 < p(ext) < 0. 6)

How do N and P concentrations affect population growth of Sarracenia? How do N and P concentrations affect population growth of Sarracenia?

Nutrient Addition Experiment • 10 juveniles, 10 adults/treatment • Nutrients added to leaves twice/month Nutrient Addition Experiment • 10 juveniles, 10 adults/treatment • Nutrients added to leaves twice/month • Nutrient concentrations bracket observed field values • Nutrient treatments maintained 1998, 1999 • “Press” experiment

Nutrient Treatments • • • Distilled H 20 Micronutrients Low N (0. 1 mg/L) Nutrient Treatments • • • Distilled H 20 Micronutrients Low N (0. 1 mg/L) High N (1. 0 mg/L) Low P (0. 025 mg/L) High P (0. 25 mg/L) • N: P(1) Low N + Low P • N: P(2) Low N + High P • N: P(3) High N + Low P Nutrient Source: Micronutrients: Hoaglands N: NH 4 Cl P: Na. H 2 PO 4

Effects of N additions • Increased production of phyllodia • Increased probability of flowering Effects of N additions • Increased production of phyllodia • Increased probability of flowering

Effects of N additions • Increased production of phyllodia • Increased probability of flowering Effects of N additions • Increased production of phyllodia • Increased probability of flowering • Decreased juvenile survivorship

L L M H H L L M H H

L L M H H L L M H H

Effects of Nitrogen on Demography: Results • Population growth rates respond to different N Effects of Nitrogen on Demography: Results • Population growth rates respond to different N and P regimes • Population growth rate decreases in response to increasing N • Population growth rate decreases in responses to increasing N: P

Modeling Long-term Environmental Change Time Series Modeling Observed N Deposition Long-term Forecast N(t) Transition Modeling Long-term Environmental Change Time Series Modeling Observed N Deposition Long-term Forecast N(t) Transition Function Transition Matrix (t) Matrix Multiplication Population Time Series Extinction Risk Time to Extinction Population Structure (t)

Modeling Long-term Environmental Change Time Series Modeling Observed N Deposition Long-term Forecast N(t) Transition Modeling Long-term Environmental Change Time Series Modeling Observed N Deposition Long-term Forecast N(t) Transition Function Transition Matrix (t) Matrix Multiplication Population Time Series Extinction Risk Time to Extinction Population Structure (t)

N monitoring • National Atmospheric Deposition Program • NH 4, NO 3 measured as N monitoring • National Atmospheric Deposition Program • NH 4, NO 3 measured as mg/l/yr • Annual data 1984 -1998 • Monitoring sites ØShelburne, VT ØQuabbin, MA

Quabbin, MA NH 4 N 03 Shelburne, VT Quabbin, MA NH 4 N 03 Shelburne, VT

Quabbin, MA NH 4 N 03 Shelburne, VT Quabbin, MA NH 4 N 03 Shelburne, VT

Regression Models Ordinary Least Squares (OLS) Nt = a + bt + e First-order Regression Models Ordinary Least Squares (OLS) Nt = a + bt + e First-order autoregressive (AR-1) Nt = a +b. Nt-1 + e

Modeling Long-term Environmental Change Time Series Modeling Observed N Deposition Long-term Forecast N(t) Transition Modeling Long-term Environmental Change Time Series Modeling Observed N Deposition Long-term Forecast N(t) Transition Function Transition Matrix (t) Matrix Multiplication Population Time Series Extinction Risk Time to Extinction Population Structure (t)

Establishing Transition Functions • Linear interpolation between observed data points (n = 3) • Establishing Transition Functions • Linear interpolation between observed data points (n = 3) • Asymptotic transitions at extreme levels of nitrogen: Øpij = observed pij if [N] < 0. 01 mg/l/yr Øpij = 0. 0 if [N] > 10. 0 mg/l/yr • Logarithmic response curve

Modeling Demographic Transitions as a Function of Nitrogen Modeling Demographic Transitions as a Function of Nitrogen

Modeling Long-term Environmental Change Time Series Modeling Observed N Deposition Long-term Forecast N(t) Transition Modeling Long-term Environmental Change Time Series Modeling Observed N Deposition Long-term Forecast N(t) Transition Function Transition Matrix (t) Matrix Multiplication Population Time Series Extinction Risk Time to Extinction Population Structure (t)

Matrix Transition Model (changing environment) nt+1 = Atnt Population vector at time (t + Matrix Transition Model (changing environment) nt+1 = Atnt Population vector at time (t + 1) Sequentially changing transition matrix at time (t) Population vector at time (t)

Estimated population size at Hawley bog Stage Recruits Number of individuals 1500 Juveniles 23, Estimated population size at Hawley bog Stage Recruits Number of individuals 1500 Juveniles 23, 500 Non-flowering Adults 1400 Flowering Adults 500

Quabbin Exponential Forecast Models (AR-1) Scenario P (ext) at 100 y 0. 00 Time Quabbin Exponential Forecast Models (AR-1) Scenario P (ext) at 100 y 0. 00 Time to ext (p = 0. 95) > 10, 000 y No change 0. 0% 0. 038 650 y Small 1% increase Worst case 4. 7% 0. 378 290 y 0. 996 70 y Best case Annual % Change -4. 7%

Shelburne Exponential Forecast Models (AR-1) Scenario P (ext) at 100 y 0. 158 Time Shelburne Exponential Forecast Models (AR-1) Scenario P (ext) at 100 y 0. 158 Time to ext (p = 0. 95) > 10, 000 y No change 0. 0% 0. 510 230 y Small 1. 0% increase Worst case 2. 2% 0. 694 200 y 0. 838 140 y Best case Annual % Change -2. 2%

Shelburne Nitrogen Forecast Model Shelburne Nitrogen Forecast Model

Forecasting Models for Nitrogen Deposition: Results • Increasing or stationary models of Nitrogen deposition Forecasting Models for Nitrogen Deposition: Results • Increasing or stationary models of Nitrogen deposition drive Sarracenia populations to extinction • Extinction risk declines with reduced nitrogen • Correlated nitrogen series can induce cycles and complex population dynamics

Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Individuals Effects on Populations Effects on Communities The Role of Ecologists

Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, P] Plant Growth

Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, P] Plant Growth

Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, P] Plant Growth

Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, P] Plant Growth

Nutrients → Inquilines • Manipulate [N], [P] in leaves • Orthogonal “regression” design • Nutrients → Inquilines • Manipulate [N], [P] in leaves • Orthogonal “regression” design • Maintain [] in a “press” experiment

Response Surface Experimenal Design Response Surface Experimenal Design

Effects of [N, P] on Inquiline Abundance Effects of [N, P] on Inquiline Abundance

Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, P] Plant Growth

Inquilines → Nutrients • Manipulate [N], [P] in leaves • Orthogonal “regression” design • Inquilines → Nutrients • Manipulate [N], [P] in leaves • Orthogonal “regression” design • Establish initial [] in a “pulse” experiment

Response Surface Experimenal Design Response Surface Experimenal Design

Null Hypothesis Null Hypothesis

Community Regulation of Nutrients Community Regulation of Nutrients

Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, Sarracenia Nutrient Feedback Loop Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, P] Plant Growth

Nutrients ↔ Inquilines Nutrients ↔ Inquilines

Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Effects of N Deposition on Carnivorous Plants • • • Life History Effects on Individuals Effects on Populations Effects on Communities The Role of Ecologists

Ecology ≠ Environmental Science Ecology ≠ Environmental Science

Reasons for Studying Ecology Reasons for Studying Ecology

Reasons for Studying Ecology • Natural History Reasons for Studying Ecology • Natural History

Reasons for Studying Ecology • Natural History • Field Studies & Experiments Reasons for Studying Ecology • Natural History • Field Studies & Experiments

Reasons for Studying Ecology • Natural History • Field Studies & Experiments • Statistics Reasons for Studying Ecology • Natural History • Field Studies & Experiments • Statistics & Data Analysis

Reasons for Studying Ecology • • Natural History Field Studies & Experiments Statistics & Reasons for Studying Ecology • • Natural History Field Studies & Experiments Statistics & Data Analysis Modeling

Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, P] Plant Growth Arthropod Prey Atmospheric Deposition Inquiline Community Pitcher Nutrient Pool [N, P] Plant Growth

Reasons for Studying Ecology • • • Natural History Field Studies & Experiments Statistics Reasons for Studying Ecology • • • Natural History Field Studies & Experiments Statistics & Data Analysis Modeling Collaboration

Aaron M. Ellison Harvard Forest Aaron M. Ellison Harvard Forest

Conclusions • Anthropogenic deposition of N is a major ecological challenge Conclusions • Anthropogenic deposition of N is a major ecological challenge

Conclusions • Anthropogenic deposition of N is a major ecological challenge • Carnivorous plants Conclusions • Anthropogenic deposition of N is a major ecological challenge • Carnivorous plants in ombrotrophic bogs are a model system

Conclusions • Anthropogenic deposition of N is a major ecological challenge • Carnivorous plants Conclusions • Anthropogenic deposition of N is a major ecological challenge • Carnivorous plants in ombrotrophic bogs are a model system • Individual response Ø plants alter morphology and growth in response to N: P ratios

Conclusions • Anthropogenic deposition of N is a major ecological challenge • Carnivorous plants Conclusions • Anthropogenic deposition of N is a major ecological challenge • Carnivorous plants in ombrotrophic bogs are a model system • Individual response Ø plants alter morphology and growth in response to N: P ratios • Population response Ø N and P environments affect population growth rate

Conclusions • Anthropogenic deposition of N is a major ecological challenge • Carnivorous plants Conclusions • Anthropogenic deposition of N is a major ecological challenge • Carnivorous plants in ombrotrophic bogs are a model system • Individual response Ø plants alter morphology and growth in response to N: P ratios • Population response Ø N and P environments affect population growth rate • Community response Ø Further study of nutrient ↔ inquiline feedback loop