Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaign
Abstract We stand at the threshold of a transformative era in Earth observation, marked by space‐borne visible‐to‐shortwave infrared (VSWIR) imaging spectrometers that promise consistent global observations of ecosystem function, phenology, and inter‐ and intra‐annual change. However, the full value...
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2025-03-01
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| Series: | Ecosphere |
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| Online Access: | https://doi.org/10.1002/ecs2.70194 |
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| author | K. Dana Chadwick Frank Davis Kimberley R. Miner Ryan Pavlick Mark Reynolds Philip A. Townsend Philip G. Brodrick Christiana Ade Jean Allen Leander Anderegg Yoseline Angel Indra Boving Kristin B. Byrd Petya Campbell Luke Carberry Katherine C. Cavanaugh Kyle C. Cavanaugh Kelly Easterday Regina Eckert Michelle Gierach Kaitlin Gold Erin Hestir Fred Huemmrich Maggie Klope Raymond F Kokaly Piper Lovegreen Kelly Luis Conor McMahon Nicholas Nidzieko Francisco Ochoa Anna Jiselle Ongjoco Elsa Ordway Madeleine Pascolini‐Campbell Natalie Queally Dar A. Roberts Clare M. Saiki Fabian D. Schneider Alexey N. Shiklomanov Germán D. Silva Jordan Snyder Michele Thornton Anna T. Trugman Nidhi Vinod Ting Zheng Dulcinea M. Avouris Brianna Baker Latha Baskaran Tom Bell Megan Berg Michael Bernas Niklas Bohn Renato K. Braghiere Zach Breuer Andrew J. Brooks Nolan Burkard Julia Burmistrova Kerry Cawse‐Nicholson John Chapman Johana Chazaro‐Haraksin Joel Cryer K. C. Cushman Kyla Dahlin Phuong D. Dao Athena DiBartolo Michael Eastwood Clayton D. Elder Angela Giordani Kathleen Grant Robert O. Green Alexa Hanson Brendan Heberlein Mark Helmlinger Simon Hook Daniel Jensen Emma Johnson Marie Johnson Michael Kiper Christopher Kibler Jennifer Y. King Kyle R. Kovach Aaron Kreisberg Daniel Lacey Evan Lang Christine Lee Amanda M. Lopez Brittany Lopez Barreto Andrew Maguire Elliott Marsh Charles Miller Dieu My T. Nguyen Cassandra Nickles Jonathan P. Ocón Elijah P. Papen Maria Park Benjamin Poulter Ann Raiho Porter Reim Timothy H. Robinson Fernando E. Romero Galvan Ethan Shafron Brenen R. Skalitzky Sydney Stroschein Niky C. Taylor David R. Thompson Kate Thompson Cecily Tye Joelie Van Beek Cecilia Vanden Heuvel Jonathan Vellanoweth Evert Vermeer Claire Villanueva‐Weeks Kristen Zumdahl David Schimel |
| author_facet | K. Dana Chadwick Frank Davis Kimberley R. Miner Ryan Pavlick Mark Reynolds Philip A. Townsend Philip G. Brodrick Christiana Ade Jean Allen Leander Anderegg Yoseline Angel Indra Boving Kristin B. Byrd Petya Campbell Luke Carberry Katherine C. Cavanaugh Kyle C. Cavanaugh Kelly Easterday Regina Eckert Michelle Gierach Kaitlin Gold Erin Hestir Fred Huemmrich Maggie Klope Raymond F Kokaly Piper Lovegreen Kelly Luis Conor McMahon Nicholas Nidzieko Francisco Ochoa Anna Jiselle Ongjoco Elsa Ordway Madeleine Pascolini‐Campbell Natalie Queally Dar A. Roberts Clare M. Saiki Fabian D. Schneider Alexey N. Shiklomanov Germán D. Silva Jordan Snyder Michele Thornton Anna T. Trugman Nidhi Vinod Ting Zheng Dulcinea M. Avouris Brianna Baker Latha Baskaran Tom Bell Megan Berg Michael Bernas Niklas Bohn Renato K. Braghiere Zach Breuer Andrew J. Brooks Nolan Burkard Julia Burmistrova Kerry Cawse‐Nicholson John Chapman Johana Chazaro‐Haraksin Joel Cryer K. C. Cushman Kyla Dahlin Phuong D. Dao Athena DiBartolo Michael Eastwood Clayton D. Elder Angela Giordani Kathleen Grant Robert O. Green Alexa Hanson Brendan Heberlein Mark Helmlinger Simon Hook Daniel Jensen Emma Johnson Marie Johnson Michael Kiper Christopher Kibler Jennifer Y. King Kyle R. Kovach Aaron Kreisberg Daniel Lacey Evan Lang Christine Lee Amanda M. Lopez Brittany Lopez Barreto Andrew Maguire Elliott Marsh Charles Miller Dieu My T. Nguyen Cassandra Nickles Jonathan P. Ocón Elijah P. Papen Maria Park Benjamin Poulter Ann Raiho Porter Reim Timothy H. Robinson Fernando E. Romero Galvan Ethan Shafron Brenen R. Skalitzky Sydney Stroschein Niky C. Taylor David R. Thompson Kate Thompson Cecily Tye Joelie Van Beek Cecilia Vanden Heuvel Jonathan Vellanoweth Evert Vermeer Claire Villanueva‐Weeks Kristen Zumdahl David Schimel |
| author_sort | K. Dana Chadwick |
| collection | DOAJ |
| description | Abstract We stand at the threshold of a transformative era in Earth observation, marked by space‐borne visible‐to‐shortwave infrared (VSWIR) imaging spectrometers that promise consistent global observations of ecosystem function, phenology, and inter‐ and intra‐annual change. However, the full value of repeat spectroscopy, the information embedded within different temporal scales, and the reliability of existing algorithms across diverse ecosystem types and vegetation phenophases have remained elusive due to the absence of suitable sub‐seasonal spectroscopy data. In response, the Surface Biology and Geology (SBG) High‐Frequency Time Series (SHIFT) campaign was initiated during late February 2022 in Santa Barbara County, California. SHIFT, designed to support NASA's SBG mission, addressed mission scoping, scientific advancement, applications development, and community building. This ambitious endeavor included weekly Airborne Visible InfraRed Imaging Spectrometer‐Next Generation (AVIRIS‐NG) imagery acquisitions for 13 weeks (spanning February 24 to May 29, 2022), accompanied by coordinated terrestrial vegetation and coastal aquatic data collection. We describe the rich datasets collected and illustrate how the complex sub‐seasonal patterns of change can be linked to biological science and applications, surpassing insights from multispectral observations. Leveraging open‐source processing methods and cloud‐based analysis tools, the SHIFT campaign showcases the readiness of the scientific community to harness ecological insights from remotely sensed hyperspectral time series. We provide an overview of SHIFT's goals, data collections, preliminary results, and the collaborative efforts of early career scientists committed to unlocking the transformative potential of high‐frequency time series data from space‐borne VSWIR imaging spectrometers. |
| format | Article |
| id | doaj-art-a1da913e294b4e3c9b9ae8303d384d95 |
| institution | DOAJ |
| issn | 2150-8925 |
| language | English |
| publishDate | 2025-03-01 |
| publisher | Wiley |
| record_format | Article |
| series | Ecosphere |
| spelling | doaj-art-a1da913e294b4e3c9b9ae8303d384d952025-08-20T02:48:54ZengWileyEcosphere2150-89252025-03-01163n/an/a10.1002/ecs2.70194Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaignK. Dana Chadwick0Frank Davis1Kimberley R. Miner2Ryan Pavlick3Mark Reynolds4Philip A. Townsend5Philip G. Brodrick6Christiana Ade7Jean Allen8Leander Anderegg9Yoseline Angel10Indra Boving11Kristin B. Byrd12Petya Campbell13Luke Carberry14Katherine C. Cavanaugh15Kyle C. Cavanaugh16Kelly Easterday17Regina Eckert18Michelle Gierach19Kaitlin Gold20Erin Hestir21Fred Huemmrich22Maggie Klope23Raymond F Kokaly24Piper Lovegreen25Kelly Luis26Conor McMahon27Nicholas Nidzieko28Francisco Ochoa29Anna Jiselle Ongjoco30Elsa Ordway31Madeleine Pascolini‐Campbell32Natalie Queally33Dar A. Roberts34Clare M. Saiki35Fabian D. Schneider36Alexey N. Shiklomanov37Germán D. Silva38Jordan Snyder39Michele Thornton40Anna T. Trugman41Nidhi Vinod42Ting Zheng43Dulcinea M. Avouris44Brianna Baker45Latha Baskaran46Tom Bell47Megan Berg48Michael Bernas49Niklas Bohn50Renato K. Braghiere51Zach Breuer52Andrew J. Brooks53Nolan Burkard54Julia Burmistrova55Kerry Cawse‐Nicholson56John Chapman57Johana Chazaro‐Haraksin58Joel Cryer59K. C. Cushman60Kyla Dahlin61Phuong D. Dao62Athena DiBartolo63Michael Eastwood64Clayton D. Elder65Angela Giordani66Kathleen Grant67Robert O. Green68Alexa Hanson69Brendan Heberlein70Mark Helmlinger71Simon Hook72Daniel Jensen73Emma Johnson74Marie Johnson75Michael Kiper76Christopher Kibler77Jennifer Y. King78Kyle R. Kovach79Aaron Kreisberg80Daniel Lacey81Evan Lang82Christine Lee83Amanda M. Lopez84Brittany Lopez Barreto85Andrew Maguire86Elliott Marsh87Charles Miller88Dieu My T. Nguyen89Cassandra Nickles90Jonathan P. Ocón91Elijah P. Papen92Maria Park93Benjamin Poulter94Ann Raiho95Porter Reim96Timothy H. Robinson97Fernando E. Romero Galvan98Ethan Shafron99Brenen R. Skalitzky100Sydney Stroschein101Niky C. Taylor102David R. Thompson103Kate Thompson104Cecily Tye105Joelie Van Beek106Cecilia Vanden Heuvel107Jonathan Vellanoweth108Evert Vermeer109Claire Villanueva‐Weeks110Kristen Zumdahl111David Schimel112Jet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Santa Barbara Santa Barbara California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAThe Nature Conservatory San Francisco California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of California Santa Barbara Santa Barbara California USANASA Goddard Space Flight Center Greenbelt Maryland USAUniversity of California Santa Barbara Santa Barbara California USAU.S. Geological Survey Western Geographic Science Center Moffett Field California USANASA Goddard Space Flight Center Greenbelt Maryland USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of California Los Angeles Los Angeles California USAUniversity of California Los Angeles Los Angeles California USAThe Nature Conservatory San Francisco California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Merced Merced California USANASA Goddard Space Flight Center Greenbelt Maryland USAUniversity of California Santa Barbara Santa Barbara California USAU.S. Geological Survey, Geology, Geophysics, and Geochemistry Science Center Denver Colorado USAUniversity of California Santa Barbara Santa Barbara California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of California Los Angeles Los Angeles California USAUniversity of California Los Angeles Los Angeles California USAUniversity of California Los Angeles Los Angeles California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of California Santa Barbara Santa Barbara California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USANASA Goddard Space Flight Center Greenbelt Maryland USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of California Santa Barbara Santa Barbara California USAOak Ridge National Laboratory DAAC Oak Ridge Tennessee USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of California Los Angeles Los Angeles California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of California Merced Merced California USAUniversity of California Santa Barbara Santa Barbara California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAWoods Hole Oceanographic Institution Woods Hole Massachusetts USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of California Santa Barbara Santa Barbara California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of California Merced Merced California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Merced Merced California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAMichigan State University East Lansing Michigan USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of California Santa Barbara Santa Barbara California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of Southern California Los Angeles California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of Wisconsin‐Madison Madison Wisconsin USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of Montana Missoula Montana USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of Wisconsin‐Madison Madison Wisconsin USANASA Goddard Space Flight Center Greenbelt Maryland USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Merced Merced California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAJet Propulsion Laboratory California Institute of Technology Pasadena California USANASA Goddard Space Flight Center Greenbelt Maryland USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Los Angeles Los Angeles California USAUniversity of Minnesota, Twin Cities Saint Paul Minnesota USACornell University Ithaca New York USANASA Goddard Space Flight Center Greenbelt Maryland USANASA Goddard Space Flight Center Greenbelt Maryland USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of Minnesota, Twin Cities Saint Paul Minnesota USACalifornia State University Los Angeles Los Angeles California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of Maryland‐College Park College Park Maryland USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of California Santa Barbara Santa Barbara California USAUniversity of Wisconsin‐Madison Madison Wisconsin USAUniversity of Wisconsin‐Madison Madison Wisconsin USACahuma Operation and Maintenance Board Santa Barbara California USAUniversity of California Santa Barbara Santa Barbara California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAUniversity of California Santa Barbara Santa Barbara California USAJet Propulsion Laboratory California Institute of Technology Pasadena California USAAbstract We stand at the threshold of a transformative era in Earth observation, marked by space‐borne visible‐to‐shortwave infrared (VSWIR) imaging spectrometers that promise consistent global observations of ecosystem function, phenology, and inter‐ and intra‐annual change. However, the full value of repeat spectroscopy, the information embedded within different temporal scales, and the reliability of existing algorithms across diverse ecosystem types and vegetation phenophases have remained elusive due to the absence of suitable sub‐seasonal spectroscopy data. In response, the Surface Biology and Geology (SBG) High‐Frequency Time Series (SHIFT) campaign was initiated during late February 2022 in Santa Barbara County, California. SHIFT, designed to support NASA's SBG mission, addressed mission scoping, scientific advancement, applications development, and community building. This ambitious endeavor included weekly Airborne Visible InfraRed Imaging Spectrometer‐Next Generation (AVIRIS‐NG) imagery acquisitions for 13 weeks (spanning February 24 to May 29, 2022), accompanied by coordinated terrestrial vegetation and coastal aquatic data collection. We describe the rich datasets collected and illustrate how the complex sub‐seasonal patterns of change can be linked to biological science and applications, surpassing insights from multispectral observations. Leveraging open‐source processing methods and cloud‐based analysis tools, the SHIFT campaign showcases the readiness of the scientific community to harness ecological insights from remotely sensed hyperspectral time series. We provide an overview of SHIFT's goals, data collections, preliminary results, and the collaborative efforts of early career scientists committed to unlocking the transformative potential of high‐frequency time series data from space‐borne VSWIR imaging spectrometers.https://doi.org/10.1002/ecs2.70194Airborne Visible InfraRed Imaging Spectrometer (AVIRIS)phenologySHIFT campaignSpecial Feature: Insights from Sub‐Seasonal Imaging Spectroscopysurface biology geology missionvisible‐to‐shortwave infrared (VSWIR) imaging spectroscopy |
| spellingShingle | K. Dana Chadwick Frank Davis Kimberley R. Miner Ryan Pavlick Mark Reynolds Philip A. Townsend Philip G. Brodrick Christiana Ade Jean Allen Leander Anderegg Yoseline Angel Indra Boving Kristin B. Byrd Petya Campbell Luke Carberry Katherine C. Cavanaugh Kyle C. Cavanaugh Kelly Easterday Regina Eckert Michelle Gierach Kaitlin Gold Erin Hestir Fred Huemmrich Maggie Klope Raymond F Kokaly Piper Lovegreen Kelly Luis Conor McMahon Nicholas Nidzieko Francisco Ochoa Anna Jiselle Ongjoco Elsa Ordway Madeleine Pascolini‐Campbell Natalie Queally Dar A. Roberts Clare M. Saiki Fabian D. Schneider Alexey N. Shiklomanov Germán D. Silva Jordan Snyder Michele Thornton Anna T. Trugman Nidhi Vinod Ting Zheng Dulcinea M. Avouris Brianna Baker Latha Baskaran Tom Bell Megan Berg Michael Bernas Niklas Bohn Renato K. Braghiere Zach Breuer Andrew J. Brooks Nolan Burkard Julia Burmistrova Kerry Cawse‐Nicholson John Chapman Johana Chazaro‐Haraksin Joel Cryer K. C. Cushman Kyla Dahlin Phuong D. Dao Athena DiBartolo Michael Eastwood Clayton D. Elder Angela Giordani Kathleen Grant Robert O. Green Alexa Hanson Brendan Heberlein Mark Helmlinger Simon Hook Daniel Jensen Emma Johnson Marie Johnson Michael Kiper Christopher Kibler Jennifer Y. King Kyle R. Kovach Aaron Kreisberg Daniel Lacey Evan Lang Christine Lee Amanda M. Lopez Brittany Lopez Barreto Andrew Maguire Elliott Marsh Charles Miller Dieu My T. Nguyen Cassandra Nickles Jonathan P. Ocón Elijah P. Papen Maria Park Benjamin Poulter Ann Raiho Porter Reim Timothy H. Robinson Fernando E. Romero Galvan Ethan Shafron Brenen R. Skalitzky Sydney Stroschein Niky C. Taylor David R. Thompson Kate Thompson Cecily Tye Joelie Van Beek Cecilia Vanden Heuvel Jonathan Vellanoweth Evert Vermeer Claire Villanueva‐Weeks Kristen Zumdahl David Schimel Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaign Ecosphere Airborne Visible InfraRed Imaging Spectrometer (AVIRIS) phenology SHIFT campaign Special Feature: Insights from Sub‐Seasonal Imaging Spectroscopy surface biology geology mission visible‐to‐shortwave infrared (VSWIR) imaging spectroscopy |
| title | Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaign |
| title_full | Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaign |
| title_fullStr | Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaign |
| title_full_unstemmed | Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaign |
| title_short | Unlocking ecological insights from sub‐seasonal visible‐to‐shortwave infrared imaging spectroscopy: The SHIFT campaign |
| title_sort | unlocking ecological insights from sub seasonal visible to shortwave infrared imaging spectroscopy the shift campaign |
| topic | Airborne Visible InfraRed Imaging Spectrometer (AVIRIS) phenology SHIFT campaign Special Feature: Insights from Sub‐Seasonal Imaging Spectroscopy surface biology geology mission visible‐to‐shortwave infrared (VSWIR) imaging spectroscopy |
| url | https://doi.org/10.1002/ecs2.70194 |
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unlockingecologicalinsightsfromsubseasonalvisibletoshortwaveinfraredimagingspectroscopytheshiftcampaign |