SlideShare a Scribd company logo
1 of 11
OpTIS: New National Baseline Data
for Climate-Smart Ag
Panel Members:
Dave Gustafson (CTIC), Kris Johnson (TNC), Janet Smith (Regrow)
Moderator: Ryan Heiniger (CTIC)
February 13, 2024
NACD Annual Meeting
San Diego, CA
Shamitha Keerthi
Science Director,
Regenerative Crop Systems
Ryan Heiniger
Executive Director
PROJECT PARTNERS
Clare Kazanski
Grazing Lands Scientist
Dave Gustafson
Project Director
Matt Jones
Grazing Lands Science
Lead
Soren Rundquist
OpTIS Science Lead
William Salas
Chief Strategy Officer
Marie Bader
R&D Project Manager
Nadia Alsadi
Ag Science Program Specialist 2
MULTIPLE CO-SPONSORS OVER THE YEARS
3
o Operational Tillage Information System - OpTIS
o Uses publicly-available remote sensing data to map &
monitor adoption of tillage practices and cover crops
o OpTIS data are “longitudinal,” making multi-year
products possible (e.g., include crop rotation overlays,
etc.)
o Calculations at field-scale (30 m) but released only at
HUC8 and CRD geographic scales. Grower privacy is
fully respected,
TECHNOLOGY FROM
4
CALIBRATION & VALIDATION
Field-scale: Compared with nearly 20,000
road-side observations of practices, as
received from partners and via the OpTIS
Mobile App
OpTIS typically matches such observations 60-
80%
County-scale: Compared to 2017 Ag Census
 Correlation with county-level statistics is
typically 0.6 to 0.8
More info: Hagen et al., Land 2020, 9(11), 5
GEOGRAPHIC SCOPE: LOWER 48 (CONUS)
6
Source: NLCD 2021
Croplands
Grasslands
Regrow algorithms are
run at the pixel-scale, but
are spatially-aggregated
to CRD/HUC8/EcoRegion
when provided to CTIC
OpTIS 4.0: Row Crop Adoption of Climate-Smart Practices (2015-2021)
www.ctic.org/OpTIS
7
8
OpTIS 4.0: Row Crop DNDC Modeling Results (2015-2021)
www.ctic.org/OpTIS
WHAT’S NEXT?
•Update data visualization tool (now partnering
with Saint Mary’s University Geospatial Services)
•Adding a Grazing Lands vegetation health
product
•Continuing to promote use of these new
datasets via webinars, presentations, social
media, etc.
•Seeking support for annual updates (2022 & 9
10
11
Check-out the website to explore
OpTIS data for your region
www.ctic.org/OpTIS
11

More Related Content

Similar to OpTIS: New National Baseline Data for Climate-Smart Ag

Ramage Keynote ISPRS Geospatial Week 2017
Ramage Keynote ISPRS Geospatial Week 2017Ramage Keynote ISPRS Geospatial Week 2017
Ramage Keynote ISPRS Geospatial Week 2017Steven Ramage
 
GIS Use in Map, Chart, and Data Production
GIS Use in Map, Chart, and Data ProductionGIS Use in Map, Chart, and Data Production
GIS Use in Map, Chart, and Data ProductionEsri
 
Cacip Platform Climate Change Information and Knowledge Platform for Central ...
Cacip Platform Climate Change Information and Knowledge Platform for Central ...Cacip Platform Climate Change Information and Knowledge Platform for Central ...
Cacip Platform Climate Change Information and Knowledge Platform for Central ...ICARDA
 
INTRODUCTION TO GIS
INTRODUCTION TO GISINTRODUCTION TO GIS
INTRODUCTION TO GISHamzaAhmad91
 
GEOSPATIAL TECHNOLOGY, CONCEPT, TECHNIQUES AND ITS COMPONENTS. pptx
GEOSPATIAL TECHNOLOGY, CONCEPT, TECHNIQUES AND ITS COMPONENTS. pptxGEOSPATIAL TECHNOLOGY, CONCEPT, TECHNIQUES AND ITS COMPONENTS. pptx
GEOSPATIAL TECHNOLOGY, CONCEPT, TECHNIQUES AND ITS COMPONENTS. pptxMalothSuresh2
 
Moderate_resolution_GEC
Moderate_resolution_GECModerate_resolution_GEC
Moderate_resolution_GECKenneth Kay
 
SC7 Workshop 2: Big Data Challenges in building GEOSS
SC7 Workshop 2: Big Data Challenges in building GEOSSSC7 Workshop 2: Big Data Challenges in building GEOSS
SC7 Workshop 2: Big Data Challenges in building GEOSSBigData_Europe
 
Soil information on different scales for smallholder farmers in Africa
Soil information on different scales for smallholder farmers in AfricaSoil information on different scales for smallholder farmers in Africa
Soil information on different scales for smallholder farmers in AfricaSIANI
 
Regional Geospatial Information and Services (ReGIS)
Regional Geospatial Information and Services (ReGIS)Regional Geospatial Information and Services (ReGIS)
Regional Geospatial Information and Services (ReGIS)Robert (Bob) Williams
 
The National eResearch and Data management landscape - CDU Data Readiness tra...
The National eResearch and Data management landscape - CDU Data Readiness tra...The National eResearch and Data management landscape - CDU Data Readiness tra...
The National eResearch and Data management landscape - CDU Data Readiness tra...Richard Ferrers
 
Global information system ppt
Global information system pptGlobal information system ppt
Global information system pptGhayasHaiderSajid
 
FULLYFINAL GIS CHOUBEYJI.pptx
FULLYFINAL GIS CHOUBEYJI.pptxFULLYFINAL GIS CHOUBEYJI.pptx
FULLYFINAL GIS CHOUBEYJI.pptxAkashBhagat34
 

Similar to OpTIS: New National Baseline Data for Climate-Smart Ag (20)

Ramage Keynote ISPRS Geospatial Week 2017
Ramage Keynote ISPRS Geospatial Week 2017Ramage Keynote ISPRS Geospatial Week 2017
Ramage Keynote ISPRS Geospatial Week 2017
 
GIS Use in Map, Chart, and Data Production
GIS Use in Map, Chart, and Data ProductionGIS Use in Map, Chart, and Data Production
GIS Use in Map, Chart, and Data Production
 
Cacip Platform Climate Change Information and Knowledge Platform for Central ...
Cacip Platform Climate Change Information and Knowledge Platform for Central ...Cacip Platform Climate Change Information and Knowledge Platform for Central ...
Cacip Platform Climate Change Information and Knowledge Platform for Central ...
 
CLIM Program: Remote Sensing Workshop, Satellites and Stovepipes - Jay Morris...
CLIM Program: Remote Sensing Workshop, Satellites and Stovepipes - Jay Morris...CLIM Program: Remote Sensing Workshop, Satellites and Stovepipes - Jay Morris...
CLIM Program: Remote Sensing Workshop, Satellites and Stovepipes - Jay Morris...
 
INTRODUCTION TO GIS
INTRODUCTION TO GISINTRODUCTION TO GIS
INTRODUCTION TO GIS
 
RJW ReGIS 1994
RJW ReGIS 1994RJW ReGIS 1994
RJW ReGIS 1994
 
ReGIS 1994
ReGIS 1994ReGIS 1994
ReGIS 1994
 
GIS AND GPS
GIS AND GPSGIS AND GPS
GIS AND GPS
 
GEOSPATIAL TECHNOLOGY, CONCEPT, TECHNIQUES AND ITS COMPONENTS. pptx
GEOSPATIAL TECHNOLOGY, CONCEPT, TECHNIQUES AND ITS COMPONENTS. pptxGEOSPATIAL TECHNOLOGY, CONCEPT, TECHNIQUES AND ITS COMPONENTS. pptx
GEOSPATIAL TECHNOLOGY, CONCEPT, TECHNIQUES AND ITS COMPONENTS. pptx
 
NASA Keynote Presentation - Monday Conservation Forum
NASA Keynote Presentation - Monday Conservation ForumNASA Keynote Presentation - Monday Conservation Forum
NASA Keynote Presentation - Monday Conservation Forum
 
Moderate_resolution_GEC
Moderate_resolution_GECModerate_resolution_GEC
Moderate_resolution_GEC
 
GIS KD.pdf
GIS KD.pdfGIS KD.pdf
GIS KD.pdf
 
SC7 Workshop 2: Big Data Challenges in building GEOSS
SC7 Workshop 2: Big Data Challenges in building GEOSSSC7 Workshop 2: Big Data Challenges in building GEOSS
SC7 Workshop 2: Big Data Challenges in building GEOSS
 
A genealogy of data assemblages: tracing the geospatial open access and open ...
A genealogy of data assemblages: tracing the geospatial open access and open ...A genealogy of data assemblages: tracing the geospatial open access and open ...
A genealogy of data assemblages: tracing the geospatial open access and open ...
 
Soil information on different scales for smallholder farmers in Africa
Soil information on different scales for smallholder farmers in AfricaSoil information on different scales for smallholder farmers in Africa
Soil information on different scales for smallholder farmers in Africa
 
Regional Geospatial Information and Services (ReGIS)
Regional Geospatial Information and Services (ReGIS)Regional Geospatial Information and Services (ReGIS)
Regional Geospatial Information and Services (ReGIS)
 
GPS Update for USGS Liaisons
GPS Update for USGS LiaisonsGPS Update for USGS Liaisons
GPS Update for USGS Liaisons
 
The National eResearch and Data management landscape - CDU Data Readiness tra...
The National eResearch and Data management landscape - CDU Data Readiness tra...The National eResearch and Data management landscape - CDU Data Readiness tra...
The National eResearch and Data management landscape - CDU Data Readiness tra...
 
Global information system ppt
Global information system pptGlobal information system ppt
Global information system ppt
 
FULLYFINAL GIS CHOUBEYJI.pptx
FULLYFINAL GIS CHOUBEYJI.pptxFULLYFINAL GIS CHOUBEYJI.pptx
FULLYFINAL GIS CHOUBEYJI.pptx
 

More from National Association of Conservation Districts

More from National Association of Conservation Districts (20)

Smiling Faces Photo Reel 2024 Annual Meeting
Smiling Faces Photo Reel 2024 Annual MeetingSmiling Faces Photo Reel 2024 Annual Meeting
Smiling Faces Photo Reel 2024 Annual Meeting
 
Putting Farmers at the Center of Regenerative Agriculture Engagement Planning
Putting Farmers at the Center of Regenerative Agriculture Engagement PlanningPutting Farmers at the Center of Regenerative Agriculture Engagement Planning
Putting Farmers at the Center of Regenerative Agriculture Engagement Planning
 
Conservation Delivery in Pacific Island Communities
Conservation Delivery in Pacific Island CommunitiesConservation Delivery in Pacific Island Communities
Conservation Delivery in Pacific Island Communities
 
Advancing Producer Engagement and MMRV in Ecosystem Services Markets: Lessons...
Advancing Producer Engagement and MMRV in Ecosystem Services Markets: Lessons...Advancing Producer Engagement and MMRV in Ecosystem Services Markets: Lessons...
Advancing Producer Engagement and MMRV in Ecosystem Services Markets: Lessons...
 
Advancing Producer Engagement and MMRV in Ecosystem Services Markets: Lessons...
Advancing Producer Engagement and MMRV in Ecosystem Services Markets: Lessons...Advancing Producer Engagement and MMRV in Ecosystem Services Markets: Lessons...
Advancing Producer Engagement and MMRV in Ecosystem Services Markets: Lessons...
 
Converging Ag Drainage with Water Quality Pt. 3
Converging Ag Drainage with Water Quality Pt. 3Converging Ag Drainage with Water Quality Pt. 3
Converging Ag Drainage with Water Quality Pt. 3
 
Converging Ag Drainage with Water Quality Pt.2
Converging Ag Drainage with Water Quality Pt.2Converging Ag Drainage with Water Quality Pt.2
Converging Ag Drainage with Water Quality Pt.2
 
Converging Ag Drainage with Water Quality Pt. 1
Converging Ag Drainage with Water Quality Pt. 1Converging Ag Drainage with Water Quality Pt. 1
Converging Ag Drainage with Water Quality Pt. 1
 
Carbon Sequestration and Soil Health Breakout Session
Carbon Sequestration and Soil Health Breakout SessionCarbon Sequestration and Soil Health Breakout Session
Carbon Sequestration and Soil Health Breakout Session
 
Dirty Water Bugs Us! Pesticide Education for Urban Communities
Dirty Water Bugs Us! Pesticide Education for Urban CommunitiesDirty Water Bugs Us! Pesticide Education for Urban Communities
Dirty Water Bugs Us! Pesticide Education for Urban Communities
 
Climate Adapted Native Plant Materials Project: Practical Innovation for an U...
Climate Adapted Native Plant Materials Project: Practical Innovation for an U...Climate Adapted Native Plant Materials Project: Practical Innovation for an U...
Climate Adapted Native Plant Materials Project: Practical Innovation for an U...
 
Scaling Agroforestry in US Agriculture AM
Scaling Agroforestry in US Agriculture AMScaling Agroforestry in US Agriculture AM
Scaling Agroforestry in US Agriculture AM
 
Maximum Partnerships: Building Partnership between National Programs and Loca...
Maximum Partnerships: Building Partnership between National Programs and Loca...Maximum Partnerships: Building Partnership between National Programs and Loca...
Maximum Partnerships: Building Partnership between National Programs and Loca...
 
Encouraging Urban Green Infrastructure Practices for Climate Resiliency
Encouraging Urban Green Infrastructure Practices for Climate ResiliencyEncouraging Urban Green Infrastructure Practices for Climate Resiliency
Encouraging Urban Green Infrastructure Practices for Climate Resiliency
 
Community Outreach Through Nontraditional Ag Farmer to Farmer Coffee Talks
Community Outreach Through Nontraditional Ag Farmer to Farmer Coffee TalksCommunity Outreach Through Nontraditional Ag Farmer to Farmer Coffee Talks
Community Outreach Through Nontraditional Ag Farmer to Farmer Coffee Talks
 
Bridging the Gap: A Partnership Between an Ag Retailer and Local Government
Bridging the Gap: A Partnership Between an Ag Retailer and Local GovernmentBridging the Gap: A Partnership Between an Ag Retailer and Local Government
Bridging the Gap: A Partnership Between an Ag Retailer and Local Government
 
Unconventional Partnering – The Voluntary Stewardship Program, CDs, and Counties
Unconventional Partnering – The Voluntary Stewardship Program, CDs, and CountiesUnconventional Partnering – The Voluntary Stewardship Program, CDs, and Counties
Unconventional Partnering – The Voluntary Stewardship Program, CDs, and Counties
 
Water Quality of Life Breakout Session ECSWCD
Water Quality of Life Breakout Session ECSWCDWater Quality of Life Breakout Session ECSWCD
Water Quality of Life Breakout Session ECSWCD
 
Making Connections Maximizes Watershed Restoration Project
Making Connections Maximizes Watershed Restoration ProjectMaking Connections Maximizes Watershed Restoration Project
Making Connections Maximizes Watershed Restoration Project
 
Stewardship of the Western Monarch Through Community Action
Stewardship of the Western Monarch Through Community ActionStewardship of the Western Monarch Through Community Action
Stewardship of the Western Monarch Through Community Action
 

Recently uploaded

Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Tina Ji
 
Along the Lakefront, "Menacing Unknown"s
Along the Lakefront, "Menacing Unknown"sAlong the Lakefront, "Menacing Unknown"s
Along the Lakefront, "Menacing Unknown"syalehistoricalreview
 
Air pollution soli pollution water pollution noise pollution land pollution
Air pollution soli pollution water pollution noise pollution land pollutionAir pollution soli pollution water pollution noise pollution land pollution
Air pollution soli pollution water pollution noise pollution land pollutionrgxv72jrgc
 
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Abu Dhabi Sea Beach Visitor Community pp
Abu Dhabi Sea Beach Visitor Community ppAbu Dhabi Sea Beach Visitor Community pp
Abu Dhabi Sea Beach Visitor Community pp202215407
 
Environmental Management System - ISO 14001:2015-
Environmental Management System      - ISO 14001:2015-Environmental Management System      - ISO 14001:2015-
Environmental Management System - ISO 14001:2015-Kawther MEKNI
 
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...ranjana rawat
 
9873940964 High Profile Call Girls Delhi |Defence Colony ( MAYA CHOPRA ) DE...
9873940964 High Profile  Call Girls  Delhi |Defence Colony ( MAYA CHOPRA ) DE...9873940964 High Profile  Call Girls  Delhi |Defence Colony ( MAYA CHOPRA ) DE...
9873940964 High Profile Call Girls Delhi |Defence Colony ( MAYA CHOPRA ) DE...Delhi Escorts
 
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...ranjana rawat
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full NightCall Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full Nightssuser7cb4ff
 
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...Suhani Kapoor
 
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kalighat 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Roomdivyansh0kumar0
 
See How do animals kill their prey for food
See How do animals kill their prey for foodSee How do animals kill their prey for food
See How do animals kill their prey for fooddrsk203
 
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130Suhani Kapoor
 
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call GirlsHi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girlsssuser7cb4ff
 
(ANAYA) Call Girls Hadapsar ( 7001035870 ) HI-Fi Pune Escorts Service
(ANAYA) Call Girls Hadapsar ( 7001035870 ) HI-Fi Pune Escorts Service(ANAYA) Call Girls Hadapsar ( 7001035870 ) HI-Fi Pune Escorts Service
(ANAYA) Call Girls Hadapsar ( 7001035870 ) HI-Fi Pune Escorts Serviceranjana rawat
 
Freegle User Survey as visual display - BH
Freegle User Survey as visual display - BHFreegle User Survey as visual display - BH
Freegle User Survey as visual display - BHbill846304
 

Recently uploaded (20)

Escort Service Call Girls In Shakti Nagar, 99530°56974 Delhi NCR
Escort Service Call Girls In Shakti Nagar, 99530°56974 Delhi NCREscort Service Call Girls In Shakti Nagar, 99530°56974 Delhi NCR
Escort Service Call Girls In Shakti Nagar, 99530°56974 Delhi NCR
 
Call Girls In Dhaula Kuan꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Dhaula Kuan꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCeCall Girls In Dhaula Kuan꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
Call Girls In Dhaula Kuan꧁❤ 🔝 9953056974🔝❤꧂ Escort ServiCe
 
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
Call Girls In Faridabad(Ballabgarh) Book ☎ 8168257667, @4999
 
Along the Lakefront, "Menacing Unknown"s
Along the Lakefront, "Menacing Unknown"sAlong the Lakefront, "Menacing Unknown"s
Along the Lakefront, "Menacing Unknown"s
 
Air pollution soli pollution water pollution noise pollution land pollution
Air pollution soli pollution water pollution noise pollution land pollutionAir pollution soli pollution water pollution noise pollution land pollution
Air pollution soli pollution water pollution noise pollution land pollution
 
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
(ZARA) Call Girls Talegaon Dabhade ( 7001035870 ) HI-Fi Pune Escorts Service
 
Abu Dhabi Sea Beach Visitor Community pp
Abu Dhabi Sea Beach Visitor Community ppAbu Dhabi Sea Beach Visitor Community pp
Abu Dhabi Sea Beach Visitor Community pp
 
Environmental Management System - ISO 14001:2015-
Environmental Management System      - ISO 14001:2015-Environmental Management System      - ISO 14001:2015-
Environmental Management System - ISO 14001:2015-
 
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
(RIYA) Kalyani Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pun...
 
9873940964 High Profile Call Girls Delhi |Defence Colony ( MAYA CHOPRA ) DE...
9873940964 High Profile  Call Girls  Delhi |Defence Colony ( MAYA CHOPRA ) DE...9873940964 High Profile  Call Girls  Delhi |Defence Colony ( MAYA CHOPRA ) DE...
9873940964 High Profile Call Girls Delhi |Defence Colony ( MAYA CHOPRA ) DE...
 
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
(PARI) Viman Nagar Call Girls Just Call 7001035870 [ Cash on Delivery ] Pune ...
 
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
(ANIKA) Call Girls Wagholi ( 7001035870 ) HI-Fi Pune Escorts Service
 
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full NightCall Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
Call Girls Ahmedabad 7397865700 Ridhima Hire Me Full Night
 
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
VIP Call Girls Mahadevpur Colony ( Hyderabad ) Phone 8250192130 | ₹5k To 25k ...
 
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130  Available With RoomVIP Kolkata Call Girl Kalighat 👉 8250192130  Available With Room
VIP Kolkata Call Girl Kalighat 👉 8250192130 Available With Room
 
See How do animals kill their prey for food
See How do animals kill their prey for foodSee How do animals kill their prey for food
See How do animals kill their prey for food
 
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
VIP Call Girls Service Chaitanyapuri Hyderabad Call +91-8250192130
 
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call GirlsHi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
Hi FI Call Girl Ahmedabad 7397865700 Independent Call Girls
 
(ANAYA) Call Girls Hadapsar ( 7001035870 ) HI-Fi Pune Escorts Service
(ANAYA) Call Girls Hadapsar ( 7001035870 ) HI-Fi Pune Escorts Service(ANAYA) Call Girls Hadapsar ( 7001035870 ) HI-Fi Pune Escorts Service
(ANAYA) Call Girls Hadapsar ( 7001035870 ) HI-Fi Pune Escorts Service
 
Freegle User Survey as visual display - BH
Freegle User Survey as visual display - BHFreegle User Survey as visual display - BH
Freegle User Survey as visual display - BH
 

OpTIS: New National Baseline Data for Climate-Smart Ag

  • 1. OpTIS: New National Baseline Data for Climate-Smart Ag Panel Members: Dave Gustafson (CTIC), Kris Johnson (TNC), Janet Smith (Regrow) Moderator: Ryan Heiniger (CTIC) February 13, 2024 NACD Annual Meeting San Diego, CA
  • 2. Shamitha Keerthi Science Director, Regenerative Crop Systems Ryan Heiniger Executive Director PROJECT PARTNERS Clare Kazanski Grazing Lands Scientist Dave Gustafson Project Director Matt Jones Grazing Lands Science Lead Soren Rundquist OpTIS Science Lead William Salas Chief Strategy Officer Marie Bader R&D Project Manager Nadia Alsadi Ag Science Program Specialist 2
  • 4. o Operational Tillage Information System - OpTIS o Uses publicly-available remote sensing data to map & monitor adoption of tillage practices and cover crops o OpTIS data are “longitudinal,” making multi-year products possible (e.g., include crop rotation overlays, etc.) o Calculations at field-scale (30 m) but released only at HUC8 and CRD geographic scales. Grower privacy is fully respected, TECHNOLOGY FROM 4
  • 5. CALIBRATION & VALIDATION Field-scale: Compared with nearly 20,000 road-side observations of practices, as received from partners and via the OpTIS Mobile App OpTIS typically matches such observations 60- 80% County-scale: Compared to 2017 Ag Census  Correlation with county-level statistics is typically 0.6 to 0.8 More info: Hagen et al., Land 2020, 9(11), 5
  • 6. GEOGRAPHIC SCOPE: LOWER 48 (CONUS) 6 Source: NLCD 2021 Croplands Grasslands Regrow algorithms are run at the pixel-scale, but are spatially-aggregated to CRD/HUC8/EcoRegion when provided to CTIC
  • 7. OpTIS 4.0: Row Crop Adoption of Climate-Smart Practices (2015-2021) www.ctic.org/OpTIS 7
  • 8. 8 OpTIS 4.0: Row Crop DNDC Modeling Results (2015-2021) www.ctic.org/OpTIS
  • 9. WHAT’S NEXT? •Update data visualization tool (now partnering with Saint Mary’s University Geospatial Services) •Adding a Grazing Lands vegetation health product •Continuing to promote use of these new datasets via webinars, presentations, social media, etc. •Seeking support for annual updates (2022 & 9
  • 10. 10
  • 11. 11 Check-out the website to explore OpTIS data for your region www.ctic.org/OpTIS 11