Nitrogen deposition and extinction risk in carnivorous plants: ecological challenges for the next century Nicholas J. Gotelli Department of Biology University.

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Presentation transcript:

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 U.S.A.

Effects of N Deposition Individual  Altered morphology  Changes in reproduction, survivorship

Effects of N Deposition Individual  Altered morphology  Changes in reproduction, survivorship Population  Increased long-term extinction risk  Changes in short-term dynamics

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

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 Individuals Effects on Populations Effects on Communities The Role of Ecologists

Carnivorous plants: well- known, but poorly studied

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 GenusCommon Name Number of Species Distribution DarlingtoniaCobra Lilly1Northwest USA HeliamphoraSun Pitchers5North-central South America SarraceniaPitcher Plants8Eastern USA, Canada

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 y Arthropod prey capture in water- filled pitchers Diverse inquiline community in pitchers

The Inquilines Wyeomyia smithii Metriocnemus knabiHabrotrocha rosa Blaesoxipha fletcheri Sarraceniopus gibsoni

Inquiline food web

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 Bumblebee, fly pollinated Short-distance dispersal of seeds

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 Individuals Effects on Populations Effects on Communities The Role of Ecologists

Nutrient Treatments Distilled H 2 0 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: NaH 2 PO 4

Anthropogenic N additions alter growth and morphology

Increasing N

Effects of Anthropogenic N additions Increased production of phyllodia  Phenotypic shift from carnivory to photosynthesis Increased probability of flowering

Contrasting effects of anthropogenic N vs. N derived from prey

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

N uptake increases with food level

P uptake increases with food level

N:P ratio decreases with increasing food supply

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

Food additions do not alter growth and morphology Increasing prey

Anthropogenic N additions alter growth and morphology Increasing N

Contrasting effects of anthropogenic and natural sources of N Anthropogenic N  Altered N:P ratios  Morphological shift  Reduction in prey uptake Prey N  Uptake, storage of N & P  No morphological shifts  Continued prey uptake

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

Study Sites

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 Hawley Bog Transitions

Recruits Juveniles Adults Flowering Adults Molly Bog Transitions

Matrix Transition Model (stationary) n t+1 = An t Population vector at time (t + 1) Transition matrix Population vector at time (t)

Population Projections Siter individuals/individualyear Doubling Time Hawley Bog y Molly Bog y

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) n t+1 = A t n t 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 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?

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 2 0 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: NaH 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 Decreased juvenile survivorship

L L M H H

H M L H L

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

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

N monitoring National Atmospheric Deposition Program NH 4, NO 3 measured as mg/l/yr Annual data Monitoring sites  Shelburne, VT  Quabbin, MA

Quabbin, MA Shelburne, VT NH 4 N0 3

Quabbin, MA Shelburne, VT NH 4 N0 3

Regression Models Ordinary Least Squares (OLS) N t = a + bt + e First-order auto- regressive (AR-1) N t = a +bN t-1 + e

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

Establishing Transition Functions Linear interpolation between observed data points (n = 3) Asymptotic transitions at extreme levels of nitrogen:  p ij = observed p ij if [N] < 0.01 mg/l/yr  p ij = 0.0 if [N] > 10.0 mg/l/yr Logarithmic response curve

Modeling Demographic Transitions as a Function of Nitrogen

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

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

Estimated population size at Hawley bog StageNumber of individuals Recruits1500 Juveniles23,500 Non-flowering Adults1400 Flowering Adults500

Quabbin Exponential Forecast Models (AR-1) ScenarioAnnual % Change P (ext) at 100 y Time to ext (p = 0.95) Best case-4.7%0.00> 10,000 y No change0.0% y Small increase 1% y Worst case4.7% y

Shelburne Exponential Forecast Models (AR-1) ScenarioAnnual % Change P (ext) at 100 y Time to ext (p = 0.95) Best case-2.2%0.158> 10,000 y No change0.0% y Small increase 1.0% y Worst case2.2% y

Shelburne Nitrogen Forecast Model

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 Individuals Effects on Populations Effects on Communities The Role of Ecologists

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

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

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

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

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

Response Surface Experimenal Design

Effects of [N,P] on Inquiline Abundance

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

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

Response Surface Experimenal Design

Null Hypothesis

Community Regulation of Nutrients

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

Nutrients ↔ Inquilines

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

Reasons for Studying Ecology

Natural History

Reasons for Studying Ecology Natural History Field Studies & Experiments

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

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

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

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

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 Carnivorous plants in ombrotrophic bogs are a model system

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

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

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