Climate Watch Results Report: 2017

Similar documents
Header Audubon s Climate Watch

Six Decades of Migration Counts in North Carolina

Sandhill Cranes and Waterfowl of the North Platte River Valley: Evaluation of Habitat Selection to Guide Conservation Delivery

Long-billed Curlew Surveys in the Mission Valley, 2015

Ponderosa Pine Forest

Long-billed Curlew Surveys in the Mission Valley, 2014

Birds and Water in the Arid West: Habitats in Decline

Come one! Come All! Join the Fun! It is the season for The National Audubon Society 116th Annual Christmas Count.

Red-breasted Merganser Minnesota Conservation Summary

Peregrine Falcon Falco peregrinus

Oak Woodlands and Chaparral

HOW THE OTHER HALF LIVES: MONARCH POPULATION TRENDS WEST OF THE GREAT DIVIDE SHAWNA STEVENS AND DENNIS FREY. Biological Sciences Department

2008 San Francisco Bay Shorebird Census

Population Studies. Steve Davis Department of Family Medicine, Box G Brown University Providence, RI

Environment and Natural Resources Trust Fund 2019 Request for Proposals (RFP)

Long-billed Curlew Surveys in the Mission Valley, 2017

Environment and Natural Resources Trust Fund (ENRTF) M.L ENRTF Work Plan (Main Document)

Mixed Conifer Working Group Meeting February 17, 2011 Wildlife Habitat Management Considerations

ebird and Citizen Science:

Final Report to the Audubon Society of Greater Denver. 15 October 2013

Birdify Your Yard: Habitat Landscaping for Birds. Melissa Pitkin Klamath Bird Observatory

Regional Monitoring of Restoration Outcomes on the Sacramento: the Central Valley Floodplain Forest Bird Survey Michelle Gilbert, Nat Seavy, Tom

2005 OKLAHOMA BLUEBIRD NEST BOX RESULTS

General report format, ref. Article 12 of the Birds Directive, for the report

Red-breasted Goose Monitoring Strategy for the Main Wintering Sites from Dobrogea, Romania

Position Description: BirdLife Australia Great Barrier Reef Wetlands Bird Monitoring Project Coordinator

Establishment of Additional Monarch Butterfly Host Plants at the Sand Hill Lakes Mitigation Bank

BP Citizen Science Amphibian Monitoring Program Egg Mass Survey Results

THE USE OF ACOUSTIC TRANSECTS TO DOCUMENT CHANGES IN BAT DISTRIBUTION AND ABUNDANCE. Eric R. Britzke & Carl Herzog

Migrate Means Move (K-3)

2012 Wading Bird Nesting in the Everglades

CORE *REQUIRED OF ALL COMMUNITIES* CIIY TOWN COUNIY YES YES YES YES YES

Measuring changes in a rapidly changing climate and landscape.

Monitoring European Rollers in Sub-Saharan Africa

Ms. Robyn Thorson Director, Region 1 U.S. Fish and Wildlife Service 911 NE 11 th Avenue Portland, Oregon November Dear Ms.

Variation in Bird Diversity with Habitat Quality in Hobart, Tasmania

Climate Change Impacts on Wildlife

Santa Clara Valley Audubon Society

Black-crowned Night-heron Minnesota Conservation Summary

Atlantic. O n t h e. One of the best parts of fall is hearing the cacophony of honking,

Modeling Waterfowl Use of British Columbia Estuaries Within the Georgia Basin to Assist Conservation Planning and Population Assessment

Estimating Seasonal Avian Diversity in an Urban Wetland in Columbus, Ohio. Kaitlin Carr 20 April 2018

Ferruginous Hawk Buteo regalis

Report to the Monarch Joint Venture Monitoring of Monarch Overwintering Sites in California 2013

Anthropocene. Citizen science as an essential tool for studying the impacts of climate change on birds

Research Ecologist British Trust for Ornithology

Research for Management: Burrowing Owls & the Santa Clara County Habitat Plan

Instructor Guide: Birds in Human Landscapes

American Bittern Minnesota Conservation Summary

Swift Parrot and Regent Honeyeater survey update - May 2012

STROLLING FOR CERULEANS & ASSOCIATED SPECIES AVIAN LINE TRANSECT PROTOCOL

COVER PAGE. Home address 5875 Brasstown Creek Road, Young Harris GA 30582

I N T H E F L Y W A Y A GS NORCAL COUNCIL S OWN INTEREST PROJECT PROGRAM

Say s Phoebe Sayornis saya Conservation Profile

The Adirondack Tremolo

2006 OKLAHOMA BLUEBIRD NEST BOX RESULTS

Smith and Bybee Wetlands Natural Area BCS number 47-33

Expansion Work Has Begun The perimeter dike for Cell 7 is now visible

Update to BWEG June 2015 on Braided River related programmes

Bird Field Guides. Summary: Students will explore field guides by identifying local bird species and their characteristics.

National Audubon Society. Coastal Bird Conservation Program

APPENDIX G. Biological Resources Reports

ACJV Salt Marsh Workshop: Black Duck Non-Breeding Habitat Conservation BDJV Partnership

ADVOCACY GUIDE FOR COLORADO. How to use your voice to help birds in a changing climate

Caitlyn Gillespie and Joseph J. Fontaine

Our seventh year! Many of you living in Butte, Nevada, and Yuba Counties have been

Santa Clara Valley Habitat Plan

Title Marsh Bird Habitat Restoration and Management on Private and Public land in Arkansas Mississippi Alluvial Valley

NAPA MARSHES RESTORATION Coastal Ecosystem Restoration Through Collaborative Partnerships

1313 Sherman Street, Room 618 Denver, Colorado Phone (303) FAX (303) wildlife.state.co.us parks.state.co.

The Missouri Greater Prairie-Chicken: Present-Day. Survival and Movement

Riparian Conservation Project Monitoring and Avian Habitat in Colorado

Mallory NSHCF Report 2016 Field Season 1. Factors influencing population decline of marine birds. on Nova Scotia s Eastern Shore Islands

Engaging Citizen Scientists & Landowners Through Bioblitzes

Conserving Rafinesque s Big-eared Bats and Southeastern Myotis Roosting Habitat in Arkansas

B IRD CONSERVATION FOREST BIRD SURVEY ENTERS FINAL WINTER V OLUME 11, NUMBER 1 JANUARY Board of. Trustees. Forest bird survey 1

McKay Creek National Wildlife Refuge BCS number: 48-19

Subject: Comments on FWS R5 ES , Environmental Impact Statement for Beech Ridge Energy s Habitat Conservation Plan

Habitat Restoration Planning in Western Pennsylvania. Mitchel Hannon

Ladd Marsh Wildlife Area BCS number: 49-3

Plumas Audubon Society Plumas Environmental Education Program (PEEP) Strategic Plan

presentation to Wenatchee North Rotary Club Susan Reynolds Ballinger, founder of Wenatchee Naturalist & Chelan-Douglas Land Trust Conservation Fellow

B IRD CONSERVATION FOREST BIRD SURVEY PRODUCES ADDITIONAL POPULATION ESTIMATES

Volume Nine September Publication

Adopt-A-Trail Project FAQs

AN ASSESSMENTOFTHE WHITE-BREASTED NUTHATCH AND RED-BREASTED NUTHATCH ON RECENT NEW YORK STATE CHRISTMAS COUNTS

The status of the European Roller in Lithuania

Oklahoma Hummingbird Survey Results

Butterfly monitoring in North America. Leslie Ries, UMD, Biology and Socio-environmental Synthesis Center

T.S Roberts Bird Sanctuary Improvements Project

American White Pelican Minnesota Conservation Summary

LCCC ecology students work to improve bluebird conservation efforts

NEST BOX TRAIL HISTORY

Conservation Objectives

Dartford Warbler Surveys

Aythya nyroca Eastern Europe/E Mediterranean & Sahelian Africa

Migratory Bird Math and Science Lessons

Pining for. 24 AUSTRALIAN birdlife

Appendix D. MIS and Sensitive Plant Species and their Habitat Associations. Houston Longleaf Project Bankhead National Forest

ADVOCACY GUIDE FOR NEW YORK. How to use your voice to help birds in a changing climate

Transcription:

Climate Watch Results Report: 2017 Community science to help understand birds in a changing climate May 2018 Eastern Bluebird. Photo: Nick Shearman / Audubon Photography Awards

Overview From January 15 30 and June 1 15, 2017, more than 600 volunteers from across the U.S. looked for bluebirds and nuthatches as part of Audubon s Climate Watch program. Climate Watch is a community science program that integrates species climate-based range projections with community volunteers local knowledge to study how birds will respond to climate change. Volunteers collected data on seven target species: Eastern, Western, and Mountain bluebirds and White-breasted, Redbreasted, Brown-headed, and Pygmy nuthatches. From left: Eastern, Mountain, Western Bluebirds, Brown-headed, White-breasted, Red-breasted, Pygmy Nuthatches. Photos from left: Jim Chagares, Timothy Lenahan, Rick Lewis, Sid Ehlert, Nick Saunders, Megumi Aita, Clyde Dexter. All from Audubon Photography Awards Our preliminary analysis of the 2017 data are starting to reveal how bluebirds and nuthatches are already responding to climate change. Bottom line, it is complicated! Some species appear to be tracking along with climate change range shifts, while others are being left behind. Valuable data from climate watch participants has helped us show that climate change is already having an influence on where birds are breeding and spending their winter months. We are also able to make more realistic predictions of each species future range based on where our Climate Watch volunteers are actually seeing these birds. While we are already seeing important trends, more data and greater participation will make these analyses much more concrete. That is why your ongoing participation in Climate Watch and encouraging others in your community to take part is so important. In this report, we will provide an overview of the analysis and results from the 2017 survey year, diving into how birds are responding to climate change within both the summer and winter. We will also provide information below about how you can help birds facing the worst impacts of climate change. Community scientists, like you, are seeing the effects of climate change first hand. We need your help to prioritize action on climate change with policy makers, such as your congressperson.

Table of Contents Species Results at a Glance... 5 Results Summary... 8 What does this all mean?... 8 What can we do next?... 9 Winter 2017 Target Species Results... 11 Eastern Bluebird... 12 Mountain Bluebird... 13 Western Bluebird... 14 Brown-headed Nuthatch... 15 White-breasted Nuthatch... 16 Red-breasted Nuthatch... 17 Pygmy Nuthatch... 18 Summer 2017 Target Species Results... 19 Eastern Bluebird... 20 Mountain Bluebird... 21 Western Bluebird... 22 Brown-headed Nuthatch... 23 White-breasted Nuthatch... 24 Red-breasted Nuthatch... 25 Pygmy Nuthatch... 26 How did we analyze the data?... 27 Climate Watch 2017 Results Report Page 3

Climate Watch Results Report: 2017 With your help, we are doing important work for birds! Climate Watch 2017 Results Report Page 4

What did we find out? Species Results at a Glance Climate change is a complex issue, and our Climate Watch target species are revealing that so are their responses to climate change mediated range shifts. Looking at our Species Results-at a Glance summary table, we can see that even within related bird species, range shifts are not always in the same manner. For bluebirds, Eastern Bluebird and Western Bluebird appear to be having opposite responses to winter range shifts, but we still need to collect more data to understand how bluebirds are responding to climate change range shifts, particularly in summer. Summer Winter Species? Eastern Bluebird Mountain Bluebird??? Climate Watch 2017 Results Report Page 5

Western Bluebird? Brown-headed Nuthatch? White-breasted Nuthatch Red-breasted Nuthatch? Pygmy Nuthatch Species results- At a Glance summary table: Summary table of each target species response within each survey period (summer and winter). Symbols represent positive relationship with range shift, i.e. the species appears to be tracking climate change (+ green), negative relationship with range shift, i.e. the species is being left behind by climate change (- red). Species with not enough data to obtain a statistically significant relationship are indicated with a question mark (?). For Nuthatches, some species are tracking climate change range shifts, such as Brown-headed Nuthatch in winter and Red-breasted Nuthatch in winter. However, even within the same species (Red-breasted Nuthatch), we are also seeing the opposite relationship with climate change-induced range shifts during summer. Climate Watch 2017 Results Report Page 6

For a few of our target species, we need more data to be able to understand how they are shifting along with climate change range shifts. For these species, our analyses have not revealed statistically significant relationships for our single season models. As Climate Watch data collection increases and spans several years, we are looking forward to working on more in-depth models for our target species and to reveal patterns of range shifts for the species for which we have yet to see significant relationships. To find out more about each species relationship with climate change-associated range shifts, see the in-depth results for each season and target species at the end of this document. Climate Watch 2017 Results Report Page 7

Results Summary Climate change is disruptive in ways that are hard to predict, even among closely related species and between seasons. The unpredictability makes conservation planning more challenging in the face of climate change, and highlights how such a monitoring effort will both complement and improve our projected species range maps to portray a more realistic future for birds. Bluebirds: Nuthatches: We still have a lot to uncover about how bluebirds are responding to climate change related range shifts. Western Bluebird, which is predicted to have winter range expansion, does appear to be moving into areas that are becoming more suitable. That is not the case for the Eastern Bluebird, which is becoming stuck in areas that are becoming unsuitable. For this group, we have a better understanding of how each species is tracking their range shifts. However, for Red-breasted Nuthatch at least, responses can differ within the same species between the two seasons. Brownheaded Nuthatches and Red-breasted Nuthatches appear to be tracking along with range shifts (for winter and summer, respectively), while White-breasted Nuthatch and Pygmy Nuthatch, as well as Red-breasted Nuthatch in winter, appear to be falling behind. What does this all mean? These results are complex, and we need more data before we can get the full picture on our target species response to climate change. However, it is expected that these target species will respond differently to climate change, and that for some, change on the ground will take longer than it will for other species. This is why Climate Watch is such a valuable program, as getting a sense of how these birds are responding at each location to broad-scale climate change will help us target conservation efforts for these species at the scale that matters- the local level! Climate Watch 2017 Results Report Page 8

As we continue to monitor these species with Climate Watch and develop multiyear models that will look at how are target species are responding over several years, we will get a better sense of which species are falling behind. For these species, targeted conservation efforts in the face of climate change, such as close population moniroting and habitat restoration and protection, will be important. For now, we can take a closer look at Eastern Bluebird, White-breasted Nuthatch and Pygmy Nuthatch, as well as Red-breasted Nuthatch in winter to start to understand where these species might be falling behind and why. This information, which is novel and exciting from a scientific perspective, allows us to: Show that climate change is already having an influence on where birds are breeding and spending their winter months. Our goal is to publish Climate Watch results in the scientific literature, to provide evidence of climate change induced range shifts in birds as it happens. Improve on our models of future ranges of birds under projected climate change (climate.audubon.org) by allowing us to make more realistic predictions of each species future range based on where our Climate Watch volunteers are actually seeing these birds! Climate change is a landscape scale issue, but it affects all of us locally. Thanks to the efforts of our Climate Watch volunteers across the country, we can start to tell the story that the birds are telling us about climate change! What can we do next? Beyond collecting data in Climate Watch, it is important for us to stress that you are the local experts on your birds in your area. Through your work for the birds, not only are you contributing to the larger scientific investigation of birds responses to climate change, but you also carry the knowledge of what the birds are telling us about climate change in your area. As a community scientist, you are seeing the impacts of climate change first-hand. It is critical in order to protect birds and the places they need that we demand legislators prioritize climate change and clean energy solutions. Please take a few minutes to use your power as a constituent and community leader to voice your demand for change by sending a letter to your legislator and submitting a letter to the editor of your local newspaper. We have created a draft letter to an elected official and draft letter to the editor to get you started. Please contact us at Climate Watch 2017 Results Report Page 9

climateaction@audubon.org to let us know how you are making climate change solutions a priority. Additionally, you can help us protect the places birds need by planting native plants and supporting land conservation. Learn more about Audubon s Plants for Birds Program or take action to reauthorize the Land and Water Conservation Fund, which has supported efforts to protect habitat in nearly every state. We hope that together we can be the voice for the birds in a changing climate! Thank you, for all you do for the birds! Climate Watch 2017 Results Report Page 10

Winter 2017 Target Species Results Photo: Brooke Bateman/Audubon

Eastern Bluebird Winter In winter 2017, Eastern Bluebird was more likely to occur in areas of worsening climate suitability, indicating that individuals are becoming stuck in areas where ideal climate for this species is no longer present. Bottom Line: Eastern Bluebird is falling behind and becoming stuck in areas with worsening climate suitability in winter. Climate Watch 2017 Results Report Page 12

Mountain Bluebird Winter For Mountain Bluebird, there were not enough data to obtain a statistically significant relationship with occupancy probability and climate change.? Bluebird Bottom Line: We need more information and data collected on Mountain in winter. Climate Watch 2017 Results Report Page 13

Western Bluebird Winter In winter 2017, Western Bluebirds were more likely to occur in areas becoming more suitable into the future. This suggests that in winter, this species is tracking towards improving climate conditions. This species is considered climate threatened, but is predicted to have 73% of its winter range remain as stable (i.e. limited shift in climate suitability), with 64% increase in its winter range predicted by 2080. It is possible that the predicted range expansion and stability in winter is beneficial for this species. Bottom Line: Western Bluebird is shifting along with climate change in summer. Climate Watch 2017 Results Report Page 14

Brown-headed Nuthatch Winter For Brown-headed Nuthatch, there were not enough data to obtain a statistically significant relationship with occupancy probability and climate change.? Nuthatch Bottom Line: We need more information and data collected on Brown-headed in winter. Climate Watch 2017 Results Report Page 15

White-breasted Nuthatch Winter For White-breasted Nuthatch, there were not enough data to obtain a statistically significant relationship with occupancy probability and climate change.? Nuthatch Bottom Line: We need more information and data collected on White-breasted in winter. Climate Watch 2017 Results Report Page 16

Red-breasted Nuthatch Winter In winter 2017, Red-breasted Nuthatches were more likely to occur in areas of worsening climate suitability, indicating that individuals are not moving into areas that are improving and fewer areas will remain suitable in the future. In winter, only 58% of its range is predicted to remain stable, with a 2% decrease in area that will remain suitable during winter in the future. Bottom line: Red-breasted Nuthatch is not shifting along with climate change in winter. Climate Watch 2017 Results Report Page 17

Pygmy Nuthatch Winter For Pygmy Nuthatch, there were not enough data to obtain a statistically significant relationship with occupancy probability and climate change.? in Bottom Line: We need more information and data collected on Pygmy Nuthatch summer. Climate Watch 2017 Results Report Page 18

Summer 2017 Target Species Results Photo: Camilla Cerea/Audubon Climate Watch 2017 Results Report Page 19

Eastern Bluebird Summer For Eastern Bluebird, there were not enough data to obtain a statistically significant relationship with occupancy probability and climate change.? in Bottom Line: We need more information and data collected on Eastern Bluebird summer. Climate Watch 2017 Results Report Page 20

Mountain Bluebird Summer For Mountain Bluebird, there were not enough data to obtain a statistically significant relationship with occupancy probability and climate change.? Bluebird Bottom Line: We need more information and data collected on Mountain in summer. Climate Watch 2017 Results Report Page 21

Western Bluebird Summer For Western Bluebird, there were not enough data to obtain a statistically significant relationship with occupancy probability and climate change.? Bluebird Bottom Line: We need more information and data collected on Western in summer. Climate Watch 2017 Results Report Page 22

Brown-headed Nuthatch Summer In summer 2017, Brown-headed Nuthatches were more likely to occur in areas becoming more suitable into the future. This suggests that in summer, individuals are tracking towards improving climate conditions. For this species, 0% of its summer range is predicted to be stable in the future, with a 95% decrease in their summer range by 2080. Thus, it is particularly encouraging to see that Brown-headed Nuthatches are able to shift their distributions to compensate for changing climate conditions. Bottom line: Brown-headed Nuthatch is shifting along with climate change in summer. Climate Watch 2017 Results Report Page 23

White-breasted Nuthatch Summer In summer 2017, White-breasted Nuthatch was more likely to occur in areas that are worsening in climate suitability. This species appears to be failing to shift along with climate change. Only 22% of the historically suitable summer range is stable for this species, with a predicted 16% decrease in summer range by 2080. Bottom line: White-breasted Nuthatch is not shifting along with climate change in summer. Climate Watch 2017 Results Report Page 24

Red-breasted Nuthatch Summer In summer 2017, Red-breasted Nuthatches were more likely to occur in areas becoming more suitable into the future. This suggests that in summer, this species is tracking towards improving climate conditions, an opposite relationship to that found in winter. However, much of this species range is shifting north of our current Climate Watch study areas, and we have limited data in areas with improving climate suitability for this species. 19% of its summer range is predicted to be stable, with a 23% decrease in range predicted by 2080. Bottom line: Red-breasted Nuthatch is shifting along with climate change in summer. Climate Watch 2017 Results Report Page 25

Pygmy Nuthatch Summer In summer 2017, Pygmy Nuthatch was more likely to occur in areas that are worsening in climate suitability. This species appears to be failing to shift along with climate change in summer. Only 9% of their historically suitable summer range is stable, with an 80% decrease in their summer range predicted by 2080. This means that the Pygmy Nuthatch summer range is both shifting and shrinking with climate change. Bottom line: Pygmy Nuthatch is not shifting along with climate change in summer. Climate Watch 2017 Results Report Page 26

How did we analyze the data? What is occupancy estimation? Occupancy estimation is a model-based approach for analyzing species presence and absence data. A model is used to describe and predict real world systems based on limited information - meaning, we can t know where every individual bird is or isn t, but we can use the information we gather from a small portion of the birds we can count to help better understand that system. With this, we can also start to understand how that system might respond to changes in the environment, like climate change. Occupancy estimation is a powerful statistical tool that can: Account for imperfect detection Since many factors can affect whether a species is detected on a survey (habitat, weather etc.), we will not always get it right when we are counting birds. Sometimes we will not see or hear a bird species that is actually there. We might also count a bird species as being present when in fact it is not. This is imperfect detection. Occupancy models were developed to correct for imperfect detection by estimating the proportion of times when birds that were present were not detected. Provide a measure of Occupancy Occupancy allows us to understand how likely it is that a bird species is present in the survey area. Can relate Occupancy to changes in environment We can relate this measure of occupancy of a bird species to change in the environment, in this case climate change suitability. How are the Climate Watch data used in occupancy estimation? Replication is a key design component of occupancy estimation. For Climate Watch, the surveys are repeat visits in space, meaning there are multiple (12) survey points within each Climate Watch Square. These replications allow us to get a measure of the probability that a species occurs within the Climate Watch survey area, based on the proportion of survey points at which the species is detected. Therefore, we need to estimate our ability to detect the species before we can get a reliable estimate of occupancy. Climate Watch 2017 Results Report Page 27

In Climate Watch, repeat surveys at the survey point level help to address imperfect detection. In addition, specific data are collected that are known to affect species detection such as: Time since local sunrise Habitat type Location of Birding Group (does detection differ regionally?) Party size (does detection differ if there are more or fewer observers?) Target species Targeted habitat (survey was targeting that species in the best possible habitat) Non-targeted habitat (surveys were not targeting that species, and were in other habitat types) Abundance of target species At the Climate Watch square level, which is made up of the 12 repeat surveys and the associated detectability of the species determined from each point, we can model the occupancy probability of that species in an area. Information on nestboxes and feeders are also important at the square level, as they can attract species into an area and increase its probability of occupancy. Once we have an estimate of how likely a species is to occur across our study area, we can then use that information in relation to changes in climate and other factors. In the results presented here, we assessed how the change in climate suitability from the recent past (2000s) to the near future (2020s) was associated with the probability of occupancy of each species. The results from 2017 are based on single season occupancy estimation models, but as the program grows and data are collected over time, we will be able to develop more detailed and complex models. We look forward to working on multi-year models that will look at how are target species are responding over several years within each Climate Watch survey period. For more information on occupancy modeling, here is a general overview document for reference: https://www.nps.gov/olym/learn/nature/upload/occupancymodelfactshe et.pdf Climate Watch 2017 Results Report Page 28

Questions? Please email us at Climatewatch@audubon.org Report Prepared by the Climate Watch Analytical Team: Climate Watch Additional Team Members: Brooke Bateman, Senior Climate Scientist, Director Climate Watch Nicole Michel, Senior Quantitative Ecologist Zach Slavin, Program Manager, Community Science Sarah Saunders, Quantitative Ecologist Kathy Dale, Director, Science Technology Doss Dingli, Director, Enterprise GIS Molly Finch, Dangermond Fellow, Enterprise GIS Sarah Friedman, Program Manger, Climate Ryan Hobbs, Enterprise GIS Technician Gary Langham, Chief Scientist Tebello Marumo, Senior Marketing Manager Geoff LeBaron, Director, Christmas Bird Count John Rowden, Director, Community Conservation Gregg Verutes, Data Visualization Specialist Hannah Waters, Senior Associate Editor Climate Watch 2017 Results Report Page 29

Thanks to the following organizations for their efforts collecting data for Climate Watch: Arkansas River Valley Audubon Society Atlanta Audubon Society Audubon Center at Riverlands Audubon Society of Forsyth County Audubon Society of the District of Columbia Audubon South Carolina Big Bluestem Audubon Society Central New Mexico Audubon Society Chemung Valley Audubon Society Chesapeake Audubon Society Coastal Georgia Audubon Society Elisha Mitchell Audubon Society High Peaks Birders John James Audubon Center at Mill Grove Madison Audubon Society Mecklenburg Audubon Society Mesilla Valley Audubon Society New Hope Audubon Society North Shore Audubon Society Olympic Peninsula Audubon Society Ozark Gateway Audubon Society Pickering Creek Audubon Center Prairie Rapids Audubon Society Southern Adirondack Audubon Society St. Louis Audubon Society Wake Audubon Wyncote Audubon Society Climate Watch 2017 Results Report Page 30