SlideShare a Scribd company logo
History and Scientific Basis of Cloud Seeding


Forum on Cloud Seeding in the Humboldt River
        Basin to Increase Snowpack
               Reno, Nevada
             22 October 2012




                       Arlen W. Huggins
                    Desert Research Institute
                      Reno, Nevada, USA
 Brief history of cloud seeding
 Cloud seeding conceptual model
 Validation of the conceptual model
 Past and current research
 Trace chemical evaluation techniques
 Hydrologic modeling to assess impact on
streamflow
 Environmental issues
 Summary
Wintertime Seeding Conceptual Model
• Seeding material must be reliably produced
• Seeding material must be successfully transported to
  clouds over the intended target
   • Clouds must contain supercooled liquid water (SLW)
• Dispersion of seeding material
   • Significant cloud volume must be affected by ice
      nuclei, so
   • Significant numbers of ice crystals can be formed
• Seeding material must reach the temperature needed for
  ice crystal formation
   • Depends on seeding material
• Ice crystals must reside in cloud long enough for growth
  and fallout over the target area
Conceptual Diagram of Orographic Cloud Seeding

         Ground-based seeding with silver iodide




-10C

 -5C
Past Research
• Ice nucleating properties of various substances
• Transport and dispersion of seeding material
   – Mapping plumes with aircraft or mobile ground platforms
   – Plume dispersion models
• Supercooled liquid water measurements
   – Aircraft sensors, mountain top icing sensors, microwave
     radiometers
• Seeding-induced (microphysical) changes to clouds
   –   In cloud aircraft measurements
   –   Mobile ground-based measurements
   –   Ground-based remote sensing measurements
   –   Inference from trace chemical analysis of snowfall
• Seeding-induced changes to precipitation/snowfall
   – Randomized experiments
   – Detailed case studies with high-resolution precipitation
     measurements (gauges or laser imaging probes)
Ice-forming Activity of Seeding Materials




Note with AgI
that a very small
mass is needed
to produce a very
large number of
ice nucleating
particles
Weather station
Plume of ice   controls dispenser
crystals




Seeding materials & delivery methods
Availability of supercooled liquid water
 Seeding potential relies on an excess of SLW
 Studies over many mountainous areas have shown
    SLW is present at some stage on nearly every winter storm
    SLW exhibits considerable temporal and spatial variability
    SLW is found mainly over the windward slope and can extend
   upwind
    Maximum SLW exists from below mountain crest to ~1km above
 SLW temperature
    Depends a lot on barrier height and geographic location
    Rocky Mountains: SLW base -2 to -10 C SLW top -10 to -15 C
    Sierra Nevada: SLW base often > 0 C SLW top -12 C or higher
 Seasonal SLW flux can be 50 – 100% of seasonal snowfall
    Suggests significant cloud seeding potential
SLW over a mountain barrier
Ag and In
             Concentrations



               Radiometer LW




            Icing Sensor Counts




                Precipitation



              Temperature

Assessing conditions for seeding
Transport and Dispersion of Seeding Material
 Verification of T and D is Critical
     Documented in several research studies of 1970s, 1980s and 1990s
     Key element in success of randomized Bridger Range experiment
     Consistently successful T&D from high altitude generators
         Generators positioned part way up the windward slope


 Methods of verification
     Aircraft or ground-based detection of tracer gases
     Aircraft or ground-based ice nucleus counters
     Dispersion models for feasibility assessments (with verification)
     Trace chemical analysis of snowfall from the target
T and D Examples:
  Measurements
                                    Aircraft
   from mobile                      Detection
     platforms

Wasatch Plateau
AgI seeding from
a single site

Tracer gas and
ice nuclei
measurements            Ground
                        Detection
Plume dimension
similar to results in
other areas
T and D
            Examples:
          Measurements
         from a fixed site



Seeding plume verified with
Ice nuclei measurements
(NCAR counter)


SLW also verified
(Microwave radiometer)
Measurements of
 microphysical
  effects from
    seeding:
    Use of fixed
    instrument
   sites, aircraft
 instruments, and
mobile ground-based
     platforms
DRI Particle Dispersion Model Results




Two DRI ground
Generator sites

Part of
Dual-tracer
Ice Crystal
Enhancement
Experiment
Cloud Microphysical Responses to Seeding
 Verification of the initiation, growth and fallout of ice crystals
     Strong evidence from ground-based seeding experiments in Bridger Range
    (MT), Grand Mesa (CO) and Wasatch Plateau (UT)
     Significant IC enhancement (>5x background) found in seeding plumes
     Best evidence found in cloud regions colder than -9 C with cloud tops
    warmer than -20 C.


 Method of verification
     Aircraft or ground-based particle imaging probes
     Aircraft detection required flying within 300 m of mountain peaks
     Ground-base instruments at fixed location, or mobile
Microphysical
seeding effect
  examples


 Wasatch Plateau
 AgI seeding from
 a single site

 Aircraft data show
 aerosol and ice
 crystal seeding
 plumes
 6 km or 16.7 min downwind
 of seeding site
Microphysical
seeding effect
  examples


Wasatch Plateau
AgI seeding from
a single site

Aircraft data show
aerosol and ice
crystal seeding
plumes
15 km or 41.7 min downwind
of seeding site
Microphysical seeding effect examples:
Time after
 seeding
                    An aircraft case study


 10 min



 19 min



 22 min



 30 min



 39 min
Seeding Effects in Precipitation

 Last link in the “chain” and hardest to verify
    Physical evidence from ground-based seeding experiments on the
   Grand Mesa (CO) and Wasatch Plateau (UT)
    Statistical evidence from randomized experiments in Bridger
   Range and northern Sierra Nevada – supporting physical evidence
    One randomized propane experiment in UT with significant
   results – 1-hour seeded periods had ~20% more precipitation than
   unseeded periods


 Methods of verification
    Ground-based particle imaging probes
    Precipitation gauges
    Radar occasionally useful
    Statistical assessments of target area precipitation
Radar detection of a
    seeding plume
from Wasatch Plateau
case that documented
aerosol and ice crystal
       plumes
Precipitation from
 gauges inside and
  outside seeding
       plume

Vertical dashed lines
  enclose the time
    period of the
  seeding effect at
   each gauge site
Some of the Best Evidence
               of Precipitation Increases
 Physical evidence from case studies
    Wasatch Plateau (UT) experiments (1990s, 2004)
       Ground releases of silver iodide and liquid propane
       Precipitation rate increases of a few hundredths to > 1
      mm/hour
    Grand Mesa (CO) 1990s
       Ground and aircraft releases of silver iodide
       Precipitation rates in seeded periods >> than unseeded periods
 Statistical results with supporting physical evidence
    Bridger Range randomized experiment (1970s)
       Double ratio analysis showed 15% increase in the target
       Increases in target were much greater in cold storms
       Increases of 15% found within a few km of the source
    Lake Almanor randomized experiment (1960s)
       Statistically significant increase found with cold storm category
       Supported by later trace chemical evaluations
Current Research Projects
• Australian Snowy Mountain Project
  – Funded by Australian government and
    conducted by Snowy Hydro (power company)
  – 5-year study with randomized seeding of a
    single target
  – Published results showed a statistically
    significant 14% increase in target precipitation
    for “seeded” events
  – Statistical results strongly supported by trace
    chemical assessment
• U. of Wyoming airborne radar study
  – Radar signal increase noted during seeding
    periods
  – Radar signal increase corresponds to a
    significant precipitation rate increase
Hydrologic Modeling
     to Assess the Impact
     of Cloud Seeding



 HRU Setup for Walker
          River
  HRUs outlined in red
were given a 10% seeding
         impact
Seeded          Year        Month        Precip         ET        Storage P-Runoff
                                                         (inches) (inches) (inches) (inches)
 Hydrologic                         2003
                                    2003
                                                    10
                                                    11
                                                             1.029
                                                             2.451
                                                                          0.447
                                                                          0.459
                                                                                       1.421
                                                                                       3.128
                                                                                                    0.470
                                                                                                    0.285
 Modeling:                          2003
                                    2004
                                                    12
                                                     1
                                                             9.512
                                                             1.626
                                                                          0.342
                                                                          0.396
                                                                                     11.397
                                                                                     12.047
                                                                                                    0.900
                                                                                                    0.580
Simulation of                       2004             2      11.132        0.386      22.432         0.361
                                    2004             3       4.048        1.009      23.910         1.561
  Seeding                           2004             4       1.732        2.427      18.362         4.853
                                    2004             5       0.000        2.765      11.537         4.060
  Effects*                    *************************************************************************
                              Total                         31.530        8.231      11.537       13.070

                 Not seeded      Year        Month        Precip         ET        Storage P-Runoff
*Estimated at                                            (inches) (inches) (inches) (inches)
10% for                             2003            10       0.932        0.397        1.262        0.402
selected HRU’s                      2003            11       2.274        0.463        2.829        0.244
                                    2003            12        8.64        0.348      10.353         0.768
                                    2004             1       1.471        0.401      10.896         0.526
                                    2004             2      10.124        0.388      20.293         0.339
                                    2004             3       3.653         1.02      21.381         1.545
                                    2004             4       1.558        2.386      16.073         4.481
                                    2004             5            0       2.672        9.835        3.566
                              *************************************************************************
                              Total                         28.652        8.075        9.835      11.871
                              Difference                     2.878        0.156        1.702        1.199
                              % Difference                    10.0           1.9        17.3         10.1
Use of trace chemistry in evaluating cloud seeding
                     projects
  The element silver in silver iodide has a very low background
   concentration in natural snowfall (~4 PPT).
  Analyzing target area precipitation for evidence of Ag above
   background is one means of evaluating targeting
   effectiveness.
  In a randomized seeding project using a target and control
   design trace chemistry can be used to verify that the control
   area is unaffected by seeding.
  Can be used to address environmental concerns regarding Ag
   in snow, soil, water supplies, etc.
  Non-ice nucleating particles used in combination with AgI can
   be used to differentiate between nucleation and scavenging
   processes in target area snowfall.
Trace chemical response to seeding during an Australian experiment




Ag is part of the ice nucleant (AgI)
In is an non-ice nucleating tracer




 A ratio of Ag to In that
 exceeds one indicates ice
 nucleation by AgI is
 contributing to the snowfall
Summary Points on Wintertime Cloud Seeding
                  Research

 All the links in the chain of the conceptual model have been
  verified in physical case studies
 Ice crystal and precipitation enhancement have been
  verified through physical observations
 Precipitation enhancement has been documented by
  statistical methods in several projects where results were
  also validated by physical measurements
 New modeling (atmospheric and hydrologic) and radar
  methods being used to evaluate cloud seeding projects
 Trace chemical techniques used to validate targeting and
  the process of ice nucleation by seeding

More Related Content

What's hot

4_bindlish_igarss2011.pptx
4_bindlish_igarss2011.pptx4_bindlish_igarss2011.pptx
4_bindlish_igarss2011.pptx
grssieee
 
NEON Airborne Operations
NEON Airborne OperationsNEON Airborne Operations
NEON Airborne Operations
jjparnell
 
IGARSS2011_radarvolcanology.pptx
IGARSS2011_radarvolcanology.pptxIGARSS2011_radarvolcanology.pptx
IGARSS2011_radarvolcanology.pptx
grssieee
 
IGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxIGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptx
grssieee
 
Exceptional Event Decision Support System Description
Exceptional Event Decision Support System DescriptionExceptional Event Decision Support System Description
Exceptional Event Decision Support System Description
Rudolf Husar
 
Demonstration of the High-Resolution ALEXI ET product for the NENA region, Ch...
Demonstration of the High-Resolution ALEXI ET product for the NENA region, Ch...Demonstration of the High-Resolution ALEXI ET product for the NENA region, Ch...
Demonstration of the High-Resolution ALEXI ET product for the NENA region, Ch...
NENAwaterscarcity
 
Remote Sensing of Urban Heat Islands
Remote Sensing of Urban Heat IslandsRemote Sensing of Urban Heat Islands
Remote Sensing of Urban Heat Islands
Christopher Martin
 
100528 satellite obs_china_husar
100528 satellite obs_china_husar100528 satellite obs_china_husar
100528 satellite obs_china_husar
Rudolf Husar
 
TERN Australian Transect Network ATBC 2014
TERN Australian Transect Network ATBC 2014TERN Australian Transect Network ATBC 2014
TERN Australian Transect Network ATBC 2014
TERN Australia
 
121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa
Rudolf Husar
 
Presentation: Fee & Brigley
Presentation: Fee & BrigleyPresentation: Fee & Brigley
Presentation: Fee & Brigley
COGS Presentations
 
IGARSS 2011 - FR3.T02 Clement ALBINET.ppt
IGARSS 2011 - FR3.T02 Clement ALBINET.pptIGARSS 2011 - FR3.T02 Clement ALBINET.ppt
IGARSS 2011 - FR3.T02 Clement ALBINET.ppt
grssieee
 
Restrepo Huete phenocams ACEAS 140311
Restrepo Huete phenocams ACEAS 140311Restrepo Huete phenocams ACEAS 140311
Restrepo Huete phenocams ACEAS 140311
Alison Specht
 
Ian Grant_An improved satellite-based long record of Australian vegetation dy...
Ian Grant_An improved satellite-based long record of Australian vegetation dy...Ian Grant_An improved satellite-based long record of Australian vegetation dy...
Ian Grant_An improved satellite-based long record of Australian vegetation dy...
TERN Australia
 
igarss_2011_breunig_DLR_TDM_water_mask.ppt
igarss_2011_breunig_DLR_TDM_water_mask.pptigarss_2011_breunig_DLR_TDM_water_mask.ppt
igarss_2011_breunig_DLR_TDM_water_mask.ppt
grssieee
 
Ground penetrating radar
Ground penetrating radarGround penetrating radar
Ground penetrating radar
kasarlanaga
 
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
India UK Water Centre (IUKWC)
 
16 06-2010 wgrc-jwb_day2_stream_f_9.20_blog
16 06-2010 wgrc-jwb_day2_stream_f_9.20_blog16 06-2010 wgrc-jwb_day2_stream_f_9.20_blog
16 06-2010 wgrc-jwb_day2_stream_f_9.20_blog
JamesBerryman
 
HIWC - Hi Ice Water Content
HIWC - Hi Ice Water ContentHIWC - Hi Ice Water Content
HIWC - Hi Ice Water Content
Carlos Pera
 

What's hot (19)

4_bindlish_igarss2011.pptx
4_bindlish_igarss2011.pptx4_bindlish_igarss2011.pptx
4_bindlish_igarss2011.pptx
 
NEON Airborne Operations
NEON Airborne OperationsNEON Airborne Operations
NEON Airborne Operations
 
IGARSS2011_radarvolcanology.pptx
IGARSS2011_radarvolcanology.pptxIGARSS2011_radarvolcanology.pptx
IGARSS2011_radarvolcanology.pptx
 
IGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptxIGARSS2011_Koyama_Schneider.pptx
IGARSS2011_Koyama_Schneider.pptx
 
Exceptional Event Decision Support System Description
Exceptional Event Decision Support System DescriptionExceptional Event Decision Support System Description
Exceptional Event Decision Support System Description
 
Demonstration of the High-Resolution ALEXI ET product for the NENA region, Ch...
Demonstration of the High-Resolution ALEXI ET product for the NENA region, Ch...Demonstration of the High-Resolution ALEXI ET product for the NENA region, Ch...
Demonstration of the High-Resolution ALEXI ET product for the NENA region, Ch...
 
Remote Sensing of Urban Heat Islands
Remote Sensing of Urban Heat IslandsRemote Sensing of Urban Heat Islands
Remote Sensing of Urban Heat Islands
 
100528 satellite obs_china_husar
100528 satellite obs_china_husar100528 satellite obs_china_husar
100528 satellite obs_china_husar
 
TERN Australian Transect Network ATBC 2014
TERN Australian Transect Network ATBC 2014TERN Australian Transect Network ATBC 2014
TERN Australian Transect Network ATBC 2014
 
121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa121117 eedss briefing_nasa_epa
121117 eedss briefing_nasa_epa
 
Presentation: Fee & Brigley
Presentation: Fee & BrigleyPresentation: Fee & Brigley
Presentation: Fee & Brigley
 
IGARSS 2011 - FR3.T02 Clement ALBINET.ppt
IGARSS 2011 - FR3.T02 Clement ALBINET.pptIGARSS 2011 - FR3.T02 Clement ALBINET.ppt
IGARSS 2011 - FR3.T02 Clement ALBINET.ppt
 
Restrepo Huete phenocams ACEAS 140311
Restrepo Huete phenocams ACEAS 140311Restrepo Huete phenocams ACEAS 140311
Restrepo Huete phenocams ACEAS 140311
 
Ian Grant_An improved satellite-based long record of Australian vegetation dy...
Ian Grant_An improved satellite-based long record of Australian vegetation dy...Ian Grant_An improved satellite-based long record of Australian vegetation dy...
Ian Grant_An improved satellite-based long record of Australian vegetation dy...
 
igarss_2011_breunig_DLR_TDM_water_mask.ppt
igarss_2011_breunig_DLR_TDM_water_mask.pptigarss_2011_breunig_DLR_TDM_water_mask.ppt
igarss_2011_breunig_DLR_TDM_water_mask.ppt
 
Ground penetrating radar
Ground penetrating radarGround penetrating radar
Ground penetrating radar
 
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
IUKWC Workshop Nov16: Developing Hydro-climatic Services for Water Security –...
 
16 06-2010 wgrc-jwb_day2_stream_f_9.20_blog
16 06-2010 wgrc-jwb_day2_stream_f_9.20_blog16 06-2010 wgrc-jwb_day2_stream_f_9.20_blog
16 06-2010 wgrc-jwb_day2_stream_f_9.20_blog
 
HIWC - Hi Ice Water Content
HIWC - Hi Ice Water ContentHIWC - Hi Ice Water Content
HIWC - Hi Ice Water Content
 

Viewers also liked

Cloud seeding presentation
Cloud seeding presentationCloud seeding presentation
Cloud seeding presentation
jaulakh
 
Cloud seeding
Cloud seedingCloud seeding
Cloud seeding
meteo021
 
Cloud Forecast 2014 - Seeding Cloud Cultures
Cloud Forecast 2014 - Seeding Cloud CulturesCloud Forecast 2014 - Seeding Cloud Cultures
Cloud Forecast 2014 - Seeding Cloud Cultures
Chris Jackson
 
Integrating Back Office Applications and Data With Salesforce.com
Integrating Back Office Applications and Data With Salesforce.comIntegrating Back Office Applications and Data With Salesforce.com
Integrating Back Office Applications and Data With Salesforce.com
Salesforce Developers
 
WxM: Weather ex Machina startup school pitch for TEDx
WxM: Weather ex Machina startup school pitch for TEDx WxM: Weather ex Machina startup school pitch for TEDx
WxM: Weather ex Machina startup school pitch for TEDx
Konstantinos Chorianopoulos
 
Weather Modification, Todd Flanagan
Weather Modification, Todd FlanaganWeather Modification, Todd Flanagan
Weather Modification, Todd Flanagan
TXGroundwaterSummit
 
Vision 14 cloud seeding
Vision 14 cloud seedingVision 14 cloud seeding
Vision 14 cloud seeding
Philippe Villette
 
Silver Iodide
Silver IodideSilver Iodide
Silver Iodide
King_Saif
 
Cloud Seed
Cloud SeedCloud Seed
Cloud Seed
Leo Sorge
 
Cloud seed
Cloud seedCloud seed
Cloud seed
meteo021
 
Artificial rain
Artificial rainArtificial rain
Artificial rain
Hari Krishna
 
artificial rain
artificial rainartificial rain
artificial rain
Shubham Pachpor
 
Weather Modification and Geoengineering
Weather Modification and GeoengineeringWeather Modification and Geoengineering
Weather Modification and Geoengineering
UrbanSystemsCanada
 
Brochure On Magnetic Techonology For Weather Modification
Brochure On Magnetic Techonology For Weather ModificationBrochure On Magnetic Techonology For Weather Modification
Brochure On Magnetic Techonology For Weather Modification
Center for Ecological Audit,Social Inclusion and Governance
 
Human interferences in ecosystems
Human interferences in ecosystemsHuman interferences in ecosystems
Human interferences in ecosystems
damarisb
 
Science plan caipeex
Science plan caipeexScience plan caipeex
Science plan caipeex
Shreehari Marathe
 
1 rainclouds
1 rainclouds1 rainclouds
1 rainclouds
britt660
 
Seeding The Cloud
Seeding The CloudSeeding The Cloud
Seeding The Cloud
Ted Leung
 
Seeding The Cloud: Broadcast Entities and Digital Storytelling
Seeding The Cloud: Broadcast Entities and Digital StorytellingSeeding The Cloud: Broadcast Entities and Digital Storytelling
Seeding The Cloud: Broadcast Entities and Digital Storytelling
Martin Franklin
 
Hail suppression in greece
Hail suppression in greeceHail suppression in greece
Hail suppression in greece
meteo021
 

Viewers also liked (20)

Cloud seeding presentation
Cloud seeding presentationCloud seeding presentation
Cloud seeding presentation
 
Cloud seeding
Cloud seedingCloud seeding
Cloud seeding
 
Cloud Forecast 2014 - Seeding Cloud Cultures
Cloud Forecast 2014 - Seeding Cloud CulturesCloud Forecast 2014 - Seeding Cloud Cultures
Cloud Forecast 2014 - Seeding Cloud Cultures
 
Integrating Back Office Applications and Data With Salesforce.com
Integrating Back Office Applications and Data With Salesforce.comIntegrating Back Office Applications and Data With Salesforce.com
Integrating Back Office Applications and Data With Salesforce.com
 
WxM: Weather ex Machina startup school pitch for TEDx
WxM: Weather ex Machina startup school pitch for TEDx WxM: Weather ex Machina startup school pitch for TEDx
WxM: Weather ex Machina startup school pitch for TEDx
 
Weather Modification, Todd Flanagan
Weather Modification, Todd FlanaganWeather Modification, Todd Flanagan
Weather Modification, Todd Flanagan
 
Vision 14 cloud seeding
Vision 14 cloud seedingVision 14 cloud seeding
Vision 14 cloud seeding
 
Silver Iodide
Silver IodideSilver Iodide
Silver Iodide
 
Cloud Seed
Cloud SeedCloud Seed
Cloud Seed
 
Cloud seed
Cloud seedCloud seed
Cloud seed
 
Artificial rain
Artificial rainArtificial rain
Artificial rain
 
artificial rain
artificial rainartificial rain
artificial rain
 
Weather Modification and Geoengineering
Weather Modification and GeoengineeringWeather Modification and Geoengineering
Weather Modification and Geoengineering
 
Brochure On Magnetic Techonology For Weather Modification
Brochure On Magnetic Techonology For Weather ModificationBrochure On Magnetic Techonology For Weather Modification
Brochure On Magnetic Techonology For Weather Modification
 
Human interferences in ecosystems
Human interferences in ecosystemsHuman interferences in ecosystems
Human interferences in ecosystems
 
Science plan caipeex
Science plan caipeexScience plan caipeex
Science plan caipeex
 
1 rainclouds
1 rainclouds1 rainclouds
1 rainclouds
 
Seeding The Cloud
Seeding The CloudSeeding The Cloud
Seeding The Cloud
 
Seeding The Cloud: Broadcast Entities and Digital Storytelling
Seeding The Cloud: Broadcast Entities and Digital StorytellingSeeding The Cloud: Broadcast Entities and Digital Storytelling
Seeding The Cloud: Broadcast Entities and Digital Storytelling
 
Hail suppression in greece
Hail suppression in greeceHail suppression in greece
Hail suppression in greece
 

Similar to DRI Cloud Seeding Forum - Science and Program History

2013 tms decagon_product overview
2013 tms decagon_product overview2013 tms decagon_product overview
2013 tms decagon_product overview
TeamMedicalScientific
 
LES_POSTER
LES_POSTERLES_POSTER
LES_POSTER
Kevin Wagner
 
2003-12-04 Evaluation of the ASOS Light Scattering Network
2003-12-04 Evaluation of the ASOS Light Scattering Network2003-12-04 Evaluation of the ASOS Light Scattering Network
2003-12-04 Evaluation of the ASOS Light Scattering Network
Rudolf Husar
 
CAAC_Downbursts_Fog_KP
CAAC_Downbursts_Fog_KPCAAC_Downbursts_Fog_KP
CAAC_Downbursts_Fog_KP
Ken Pryor
 
Apec workshop 2 presentation 13 r wright apec-gccsi engineering disclipines...
Apec workshop 2 presentation 13  r wright apec-gccsi  engineering disclipines...Apec workshop 2 presentation 13  r wright apec-gccsi  engineering disclipines...
Apec workshop 2 presentation 13 r wright apec-gccsi engineering disclipines...
Global CCS Institute
 
Aircraft operational procedures rev1_
Aircraft operational procedures rev1_Aircraft operational procedures rev1_
Aircraft operational procedures rev1_
rainman999
 
CLOUD_SEEDING.pptx
CLOUD_SEEDING.pptxCLOUD_SEEDING.pptx
CLOUD_SEEDING.pptx
RobertGeraldRao
 
WindSight Validation (March 2011)
WindSight Validation (March 2011)WindSight Validation (March 2011)
WindSight Validation (March 2011)
Carlos Pinto
 
Validation_SWOT_ground_airborne_Fjortoft.ppt
Validation_SWOT_ground_airborne_Fjortoft.pptValidation_SWOT_ground_airborne_Fjortoft.ppt
Validation_SWOT_ground_airborne_Fjortoft.ppt
grssieee
 
Master's course defense presentation in Water Resource Management and GIS
Master's course defense presentation in Water Resource Management and GIS  Master's course defense presentation in Water Resource Management and GIS
Master's course defense presentation in Water Resource Management and GIS
Tooryalay Ayoubi
 
Borehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Borehole Magnetic Resonance for Aquifer Characterization - Jordan FurnansBorehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Borehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Texas Alliance of Groundwater Districts
 
Science Coffee - Algorithms to Monitor Telemetry for Subtle Indications of De...
Science Coffee - Algorithms to Monitor Telemetry for Subtle Indications of De...Science Coffee - Algorithms to Monitor Telemetry for Subtle Indications of De...
Science Coffee - Algorithms to Monitor Telemetry for Subtle Indications of De...
Advanced-Concepts-Team
 
Monitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Monitoring measuring and verification, Gonzalo Zambrano, University of AlbertaMonitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Monitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Global CCS Institute
 
Wind Energy Technology & Application of Remote Sensing
Wind Energy Technology & Application of Remote SensingWind Energy Technology & Application of Remote Sensing
Wind Energy Technology & Application of Remote Sensing
Siraj Ahmed
 
DRI and UAS Applications Research
DRI and UAS Applications ResearchDRI and UAS Applications Research
DRI and UAS Applications Research
DRIscience
 
Xiao & Chris%27s poster
Xiao & Chris%27s posterXiao & Chris%27s poster
Xiao & Chris%27s poster
Christopher Weiman
 
Clear sky and all-weather global and beam irradiance models: long term valida...
Clear sky and all-weather global and beam irradiance models: long term valida...Clear sky and all-weather global and beam irradiance models: long term valida...
Clear sky and all-weather global and beam irradiance models: long term valida...
Sandia National Laboratories: Energy & Climate: Renewables
 
TeraWatt Project
TeraWatt ProjectTeraWatt Project
TeraWatt Project
Stephen Flood
 
Hfem dighem general presentation
Hfem dighem general presentationHfem dighem general presentation
Hfem dighem general presentation
Brett Johnson
 
The Role of Optically Thin Liquid Clouds in the 2012 Greenland Ice Sheet Surf...
The Role of Optically Thin Liquid Clouds in the 2012 Greenland Ice Sheet Surf...The Role of Optically Thin Liquid Clouds in the 2012 Greenland Ice Sheet Surf...
The Role of Optically Thin Liquid Clouds in the 2012 Greenland Ice Sheet Surf...
Kyle Nelson
 

Similar to DRI Cloud Seeding Forum - Science and Program History (20)

2013 tms decagon_product overview
2013 tms decagon_product overview2013 tms decagon_product overview
2013 tms decagon_product overview
 
LES_POSTER
LES_POSTERLES_POSTER
LES_POSTER
 
2003-12-04 Evaluation of the ASOS Light Scattering Network
2003-12-04 Evaluation of the ASOS Light Scattering Network2003-12-04 Evaluation of the ASOS Light Scattering Network
2003-12-04 Evaluation of the ASOS Light Scattering Network
 
CAAC_Downbursts_Fog_KP
CAAC_Downbursts_Fog_KPCAAC_Downbursts_Fog_KP
CAAC_Downbursts_Fog_KP
 
Apec workshop 2 presentation 13 r wright apec-gccsi engineering disclipines...
Apec workshop 2 presentation 13  r wright apec-gccsi  engineering disclipines...Apec workshop 2 presentation 13  r wright apec-gccsi  engineering disclipines...
Apec workshop 2 presentation 13 r wright apec-gccsi engineering disclipines...
 
Aircraft operational procedures rev1_
Aircraft operational procedures rev1_Aircraft operational procedures rev1_
Aircraft operational procedures rev1_
 
CLOUD_SEEDING.pptx
CLOUD_SEEDING.pptxCLOUD_SEEDING.pptx
CLOUD_SEEDING.pptx
 
WindSight Validation (March 2011)
WindSight Validation (March 2011)WindSight Validation (March 2011)
WindSight Validation (March 2011)
 
Validation_SWOT_ground_airborne_Fjortoft.ppt
Validation_SWOT_ground_airborne_Fjortoft.pptValidation_SWOT_ground_airborne_Fjortoft.ppt
Validation_SWOT_ground_airborne_Fjortoft.ppt
 
Master's course defense presentation in Water Resource Management and GIS
Master's course defense presentation in Water Resource Management and GIS  Master's course defense presentation in Water Resource Management and GIS
Master's course defense presentation in Water Resource Management and GIS
 
Borehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Borehole Magnetic Resonance for Aquifer Characterization - Jordan FurnansBorehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
Borehole Magnetic Resonance for Aquifer Characterization - Jordan Furnans
 
Science Coffee - Algorithms to Monitor Telemetry for Subtle Indications of De...
Science Coffee - Algorithms to Monitor Telemetry for Subtle Indications of De...Science Coffee - Algorithms to Monitor Telemetry for Subtle Indications of De...
Science Coffee - Algorithms to Monitor Telemetry for Subtle Indications of De...
 
Monitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Monitoring measuring and verification, Gonzalo Zambrano, University of AlbertaMonitoring measuring and verification, Gonzalo Zambrano, University of Alberta
Monitoring measuring and verification, Gonzalo Zambrano, University of Alberta
 
Wind Energy Technology & Application of Remote Sensing
Wind Energy Technology & Application of Remote SensingWind Energy Technology & Application of Remote Sensing
Wind Energy Technology & Application of Remote Sensing
 
DRI and UAS Applications Research
DRI and UAS Applications ResearchDRI and UAS Applications Research
DRI and UAS Applications Research
 
Xiao & Chris%27s poster
Xiao & Chris%27s posterXiao & Chris%27s poster
Xiao & Chris%27s poster
 
Clear sky and all-weather global and beam irradiance models: long term valida...
Clear sky and all-weather global and beam irradiance models: long term valida...Clear sky and all-weather global and beam irradiance models: long term valida...
Clear sky and all-weather global and beam irradiance models: long term valida...
 
TeraWatt Project
TeraWatt ProjectTeraWatt Project
TeraWatt Project
 
Hfem dighem general presentation
Hfem dighem general presentationHfem dighem general presentation
Hfem dighem general presentation
 
The Role of Optically Thin Liquid Clouds in the 2012 Greenland Ice Sheet Surf...
The Role of Optically Thin Liquid Clouds in the 2012 Greenland Ice Sheet Surf...The Role of Optically Thin Liquid Clouds in the 2012 Greenland Ice Sheet Surf...
The Role of Optically Thin Liquid Clouds in the 2012 Greenland Ice Sheet Surf...
 

More from DRIscience

DRI 2016 Research Highlights and Annual Report
DRI 2016 Research Highlights and Annual ReportDRI 2016 Research Highlights and Annual Report
DRI 2016 Research Highlights and Annual Report
DRIscience
 
Food Security: The Role of Research
Food Security: The Role of ResearchFood Security: The Role of Research
Food Security: The Role of Research
DRIscience
 
DRI and UAS Applications Research
DRI and UAS Applications ResearchDRI and UAS Applications Research
DRI and UAS Applications Research
DRIscience
 
Greenpower Broader Impacts Meeting Presentation
Greenpower Broader Impacts Meeting PresentationGreenpower Broader Impacts Meeting Presentation
Greenpower Broader Impacts Meeting Presentation
DRIscience
 
Establishing best practices to improve usefulness and usability of web interf...
Establishing best practices to improve usefulness and usability of web interf...Establishing best practices to improve usefulness and usability of web interf...
Establishing best practices to improve usefulness and usability of web interf...
DRIscience
 
Cloud Computing for Drought Monitoring with Google Earth Engine
Cloud Computing for Drought Monitoring with Google Earth EngineCloud Computing for Drought Monitoring with Google Earth Engine
Cloud Computing for Drought Monitoring with Google Earth Engine
DRIscience
 
Measuring Drought in a Social Way
Measuring Drought in a Social WayMeasuring Drought in a Social Way
Measuring Drought in a Social Way
DRIscience
 
Quick Drought Response Index
Quick Drought Response IndexQuick Drought Response Index
Quick Drought Response Index
DRIscience
 
CP's Extended and Long-Lead Forecasts and Drought Outlooks
CP's Extended and Long-Lead Forecasts and Drought OutlooksCP's Extended and Long-Lead Forecasts and Drought Outlooks
CP's Extended and Long-Lead Forecasts and Drought Outlooks
DRIscience
 
Drought Analysis in the US Affiliated Pacific Islands
Drought Analysis in the US Affiliated Pacific IslandsDrought Analysis in the US Affiliated Pacific Islands
Drought Analysis in the US Affiliated Pacific Islands
DRIscience
 
Adding Confidence to Seasonal Drought Forecasts using reference evapotranspir...
Adding Confidence to Seasonal Drought Forecasts using reference evapotranspir...Adding Confidence to Seasonal Drought Forecasts using reference evapotranspir...
Adding Confidence to Seasonal Drought Forecasts using reference evapotranspir...
DRIscience
 
Update from the North American Drought Monitor
Update from the North American Drought MonitorUpdate from the North American Drought Monitor
Update from the North American Drought Monitor
DRIscience
 
The National Drought Mitigation Center's Drought Risk Atlas
The National Drought Mitigation Center's Drought Risk AtlasThe National Drought Mitigation Center's Drought Risk Atlas
The National Drought Mitigation Center's Drought Risk Atlas
DRIscience
 
Fire Season Outlook for the Western U.S.
Fire Season Outlook for the Western U.S.Fire Season Outlook for the Western U.S.
Fire Season Outlook for the Western U.S.
DRIscience
 
Hydrologic Forecasting & Drought Assessment Tools from the California-Nevada ...
Hydrologic Forecasting & Drought Assessment Tools from the California-Nevada ...Hydrologic Forecasting & Drought Assessment Tools from the California-Nevada ...
Hydrologic Forecasting & Drought Assessment Tools from the California-Nevada ...
DRIscience
 
California Outcome Likelihood Tool
California Outcome Likelihood ToolCalifornia Outcome Likelihood Tool
California Outcome Likelihood Tool
DRIscience
 
Drought Planning: A Long-Term Context
Drought Planning: A Long-Term ContextDrought Planning: A Long-Term Context
Drought Planning: A Long-Term Context
DRIscience
 
Foundations for a Regional Drought Early Warning System in the Missouri River...
Foundations for a Regional Drought Early Warning System in the Missouri River...Foundations for a Regional Drought Early Warning System in the Missouri River...
Foundations for a Regional Drought Early Warning System in the Missouri River...
DRIscience
 
Pacific Northwest Snowpack & Water Supply Update
Pacific Northwest Snowpack & Water Supply UpdatePacific Northwest Snowpack & Water Supply Update
Pacific Northwest Snowpack & Water Supply Update
DRIscience
 
The U.S. Drought Monitor: Percentiles, Parameters, People, Process, Policy, a...
The U.S. Drought Monitor: Percentiles, Parameters, People, Process, Policy, a...The U.S. Drought Monitor: Percentiles, Parameters, People, Process, Policy, a...
The U.S. Drought Monitor: Percentiles, Parameters, People, Process, Policy, a...
DRIscience
 

More from DRIscience (20)

DRI 2016 Research Highlights and Annual Report
DRI 2016 Research Highlights and Annual ReportDRI 2016 Research Highlights and Annual Report
DRI 2016 Research Highlights and Annual Report
 
Food Security: The Role of Research
Food Security: The Role of ResearchFood Security: The Role of Research
Food Security: The Role of Research
 
DRI and UAS Applications Research
DRI and UAS Applications ResearchDRI and UAS Applications Research
DRI and UAS Applications Research
 
Greenpower Broader Impacts Meeting Presentation
Greenpower Broader Impacts Meeting PresentationGreenpower Broader Impacts Meeting Presentation
Greenpower Broader Impacts Meeting Presentation
 
Establishing best practices to improve usefulness and usability of web interf...
Establishing best practices to improve usefulness and usability of web interf...Establishing best practices to improve usefulness and usability of web interf...
Establishing best practices to improve usefulness and usability of web interf...
 
Cloud Computing for Drought Monitoring with Google Earth Engine
Cloud Computing for Drought Monitoring with Google Earth EngineCloud Computing for Drought Monitoring with Google Earth Engine
Cloud Computing for Drought Monitoring with Google Earth Engine
 
Measuring Drought in a Social Way
Measuring Drought in a Social WayMeasuring Drought in a Social Way
Measuring Drought in a Social Way
 
Quick Drought Response Index
Quick Drought Response IndexQuick Drought Response Index
Quick Drought Response Index
 
CP's Extended and Long-Lead Forecasts and Drought Outlooks
CP's Extended and Long-Lead Forecasts and Drought OutlooksCP's Extended and Long-Lead Forecasts and Drought Outlooks
CP's Extended and Long-Lead Forecasts and Drought Outlooks
 
Drought Analysis in the US Affiliated Pacific Islands
Drought Analysis in the US Affiliated Pacific IslandsDrought Analysis in the US Affiliated Pacific Islands
Drought Analysis in the US Affiliated Pacific Islands
 
Adding Confidence to Seasonal Drought Forecasts using reference evapotranspir...
Adding Confidence to Seasonal Drought Forecasts using reference evapotranspir...Adding Confidence to Seasonal Drought Forecasts using reference evapotranspir...
Adding Confidence to Seasonal Drought Forecasts using reference evapotranspir...
 
Update from the North American Drought Monitor
Update from the North American Drought MonitorUpdate from the North American Drought Monitor
Update from the North American Drought Monitor
 
The National Drought Mitigation Center's Drought Risk Atlas
The National Drought Mitigation Center's Drought Risk AtlasThe National Drought Mitigation Center's Drought Risk Atlas
The National Drought Mitigation Center's Drought Risk Atlas
 
Fire Season Outlook for the Western U.S.
Fire Season Outlook for the Western U.S.Fire Season Outlook for the Western U.S.
Fire Season Outlook for the Western U.S.
 
Hydrologic Forecasting & Drought Assessment Tools from the California-Nevada ...
Hydrologic Forecasting & Drought Assessment Tools from the California-Nevada ...Hydrologic Forecasting & Drought Assessment Tools from the California-Nevada ...
Hydrologic Forecasting & Drought Assessment Tools from the California-Nevada ...
 
California Outcome Likelihood Tool
California Outcome Likelihood ToolCalifornia Outcome Likelihood Tool
California Outcome Likelihood Tool
 
Drought Planning: A Long-Term Context
Drought Planning: A Long-Term ContextDrought Planning: A Long-Term Context
Drought Planning: A Long-Term Context
 
Foundations for a Regional Drought Early Warning System in the Missouri River...
Foundations for a Regional Drought Early Warning System in the Missouri River...Foundations for a Regional Drought Early Warning System in the Missouri River...
Foundations for a Regional Drought Early Warning System in the Missouri River...
 
Pacific Northwest Snowpack & Water Supply Update
Pacific Northwest Snowpack & Water Supply UpdatePacific Northwest Snowpack & Water Supply Update
Pacific Northwest Snowpack & Water Supply Update
 
The U.S. Drought Monitor: Percentiles, Parameters, People, Process, Policy, a...
The U.S. Drought Monitor: Percentiles, Parameters, People, Process, Policy, a...The U.S. Drought Monitor: Percentiles, Parameters, People, Process, Policy, a...
The U.S. Drought Monitor: Percentiles, Parameters, People, Process, Policy, a...
 

Recently uploaded

BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
Nguyen Thanh Tu Collection
 
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
Nguyen Thanh Tu Collection
 
Reimagining Your Library Space: How to Increase the Vibes in Your Library No ...
Reimagining Your Library Space: How to Increase the Vibes in Your Library No ...Reimagining Your Library Space: How to Increase the Vibes in Your Library No ...
Reimagining Your Library Space: How to Increase the Vibes in Your Library No ...
Diana Rendina
 
The Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collectionThe Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collection
Israel Genealogy Research Association
 
clinical examination of hip joint (1).pdf
clinical examination of hip joint (1).pdfclinical examination of hip joint (1).pdf
clinical examination of hip joint (1).pdf
Priyankaranawat4
 
MARY JANE WILSON, A “BOA MÃE” .
MARY JANE WILSON, A “BOA MÃE”           .MARY JANE WILSON, A “BOA MÃE”           .
MARY JANE WILSON, A “BOA MÃE” .
Colégio Santa Teresinha
 
The basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptxThe basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptx
heathfieldcps1
 
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptxPrésentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
siemaillard
 
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)
Academy of Science of South Africa
 
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdfANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
Priyankaranawat4
 
Walmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdfWalmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdf
TechSoup
 
Digital Artefact 1 - Tiny Home Environmental Design
Digital Artefact 1 - Tiny Home Environmental DesignDigital Artefact 1 - Tiny Home Environmental Design
Digital Artefact 1 - Tiny Home Environmental Design
amberjdewit93
 
Your Skill Boost Masterclass: Strategies for Effective Upskilling
Your Skill Boost Masterclass: Strategies for Effective UpskillingYour Skill Boost Masterclass: Strategies for Effective Upskilling
Your Skill Boost Masterclass: Strategies for Effective Upskilling
Excellence Foundation for South Sudan
 
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 InventoryHow to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
Celine George
 
How to Fix the Import Error in the Odoo 17
How to Fix the Import Error in the Odoo 17How to Fix the Import Error in the Odoo 17
How to Fix the Import Error in the Odoo 17
Celine George
 
How to deliver Powerpoint Presentations.pptx
How to deliver Powerpoint  Presentations.pptxHow to deliver Powerpoint  Presentations.pptx
How to deliver Powerpoint Presentations.pptx
HajraNaeem15
 
UGC NET Exam Paper 1- Unit 1:Teaching Aptitude
UGC NET Exam Paper 1- Unit 1:Teaching AptitudeUGC NET Exam Paper 1- Unit 1:Teaching Aptitude
UGC NET Exam Paper 1- Unit 1:Teaching Aptitude
S. Raj Kumar
 
How to Manage Your Lost Opportunities in Odoo 17 CRM
How to Manage Your Lost Opportunities in Odoo 17 CRMHow to Manage Your Lost Opportunities in Odoo 17 CRM
How to Manage Your Lost Opportunities in Odoo 17 CRM
Celine George
 
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movieFilm vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
Nicholas Montgomery
 
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptxChapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Mohd Adib Abd Muin, Senior Lecturer at Universiti Utara Malaysia
 

Recently uploaded (20)

BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
BÀI TẬP BỔ TRỢ TIẾNG ANH 8 CẢ NĂM - GLOBAL SUCCESS - NĂM HỌC 2023-2024 (CÓ FI...
 
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
BÀI TẬP DẠY THÊM TIẾNG ANH LỚP 7 CẢ NĂM FRIENDS PLUS SÁCH CHÂN TRỜI SÁNG TẠO ...
 
Reimagining Your Library Space: How to Increase the Vibes in Your Library No ...
Reimagining Your Library Space: How to Increase the Vibes in Your Library No ...Reimagining Your Library Space: How to Increase the Vibes in Your Library No ...
Reimagining Your Library Space: How to Increase the Vibes in Your Library No ...
 
The Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collectionThe Diamonds of 2023-2024 in the IGRA collection
The Diamonds of 2023-2024 in the IGRA collection
 
clinical examination of hip joint (1).pdf
clinical examination of hip joint (1).pdfclinical examination of hip joint (1).pdf
clinical examination of hip joint (1).pdf
 
MARY JANE WILSON, A “BOA MÃE” .
MARY JANE WILSON, A “BOA MÃE”           .MARY JANE WILSON, A “BOA MÃE”           .
MARY JANE WILSON, A “BOA MÃE” .
 
The basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptxThe basics of sentences session 6pptx.pptx
The basics of sentences session 6pptx.pptx
 
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptxPrésentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
Présentationvvvvvvvvvvvvvvvvvvvvvvvvvvvv2.pptx
 
South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)South African Journal of Science: Writing with integrity workshop (2024)
South African Journal of Science: Writing with integrity workshop (2024)
 
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdfANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
ANATOMY AND BIOMECHANICS OF HIP JOINT.pdf
 
Walmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdfWalmart Business+ and Spark Good for Nonprofits.pdf
Walmart Business+ and Spark Good for Nonprofits.pdf
 
Digital Artefact 1 - Tiny Home Environmental Design
Digital Artefact 1 - Tiny Home Environmental DesignDigital Artefact 1 - Tiny Home Environmental Design
Digital Artefact 1 - Tiny Home Environmental Design
 
Your Skill Boost Masterclass: Strategies for Effective Upskilling
Your Skill Boost Masterclass: Strategies for Effective UpskillingYour Skill Boost Masterclass: Strategies for Effective Upskilling
Your Skill Boost Masterclass: Strategies for Effective Upskilling
 
How to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 InventoryHow to Setup Warehouse & Location in Odoo 17 Inventory
How to Setup Warehouse & Location in Odoo 17 Inventory
 
How to Fix the Import Error in the Odoo 17
How to Fix the Import Error in the Odoo 17How to Fix the Import Error in the Odoo 17
How to Fix the Import Error in the Odoo 17
 
How to deliver Powerpoint Presentations.pptx
How to deliver Powerpoint  Presentations.pptxHow to deliver Powerpoint  Presentations.pptx
How to deliver Powerpoint Presentations.pptx
 
UGC NET Exam Paper 1- Unit 1:Teaching Aptitude
UGC NET Exam Paper 1- Unit 1:Teaching AptitudeUGC NET Exam Paper 1- Unit 1:Teaching Aptitude
UGC NET Exam Paper 1- Unit 1:Teaching Aptitude
 
How to Manage Your Lost Opportunities in Odoo 17 CRM
How to Manage Your Lost Opportunities in Odoo 17 CRMHow to Manage Your Lost Opportunities in Odoo 17 CRM
How to Manage Your Lost Opportunities in Odoo 17 CRM
 
Film vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movieFilm vocab for eal 3 students: Australia the movie
Film vocab for eal 3 students: Australia the movie
 
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptxChapter 4 - Islamic Financial Institutions in Malaysia.pptx
Chapter 4 - Islamic Financial Institutions in Malaysia.pptx
 

DRI Cloud Seeding Forum - Science and Program History

  • 1. History and Scientific Basis of Cloud Seeding Forum on Cloud Seeding in the Humboldt River Basin to Increase Snowpack Reno, Nevada 22 October 2012 Arlen W. Huggins Desert Research Institute Reno, Nevada, USA
  • 2.  Brief history of cloud seeding  Cloud seeding conceptual model  Validation of the conceptual model  Past and current research  Trace chemical evaluation techniques  Hydrologic modeling to assess impact on streamflow  Environmental issues  Summary
  • 3. Wintertime Seeding Conceptual Model • Seeding material must be reliably produced • Seeding material must be successfully transported to clouds over the intended target • Clouds must contain supercooled liquid water (SLW) • Dispersion of seeding material • Significant cloud volume must be affected by ice nuclei, so • Significant numbers of ice crystals can be formed • Seeding material must reach the temperature needed for ice crystal formation • Depends on seeding material • Ice crystals must reside in cloud long enough for growth and fallout over the target area
  • 4. Conceptual Diagram of Orographic Cloud Seeding Ground-based seeding with silver iodide -10C -5C
  • 5. Past Research • Ice nucleating properties of various substances • Transport and dispersion of seeding material – Mapping plumes with aircraft or mobile ground platforms – Plume dispersion models • Supercooled liquid water measurements – Aircraft sensors, mountain top icing sensors, microwave radiometers • Seeding-induced (microphysical) changes to clouds – In cloud aircraft measurements – Mobile ground-based measurements – Ground-based remote sensing measurements – Inference from trace chemical analysis of snowfall • Seeding-induced changes to precipitation/snowfall – Randomized experiments – Detailed case studies with high-resolution precipitation measurements (gauges or laser imaging probes)
  • 6. Ice-forming Activity of Seeding Materials Note with AgI that a very small mass is needed to produce a very large number of ice nucleating particles
  • 7. Weather station Plume of ice controls dispenser crystals Seeding materials & delivery methods
  • 8. Availability of supercooled liquid water  Seeding potential relies on an excess of SLW  Studies over many mountainous areas have shown  SLW is present at some stage on nearly every winter storm  SLW exhibits considerable temporal and spatial variability  SLW is found mainly over the windward slope and can extend upwind  Maximum SLW exists from below mountain crest to ~1km above  SLW temperature  Depends a lot on barrier height and geographic location  Rocky Mountains: SLW base -2 to -10 C SLW top -10 to -15 C  Sierra Nevada: SLW base often > 0 C SLW top -12 C or higher  Seasonal SLW flux can be 50 – 100% of seasonal snowfall  Suggests significant cloud seeding potential
  • 9.
  • 10. SLW over a mountain barrier
  • 11. Ag and In Concentrations Radiometer LW Icing Sensor Counts Precipitation Temperature Assessing conditions for seeding
  • 12. Transport and Dispersion of Seeding Material  Verification of T and D is Critical  Documented in several research studies of 1970s, 1980s and 1990s  Key element in success of randomized Bridger Range experiment  Consistently successful T&D from high altitude generators  Generators positioned part way up the windward slope  Methods of verification  Aircraft or ground-based detection of tracer gases  Aircraft or ground-based ice nucleus counters  Dispersion models for feasibility assessments (with verification)  Trace chemical analysis of snowfall from the target
  • 13. T and D Examples: Measurements Aircraft from mobile Detection platforms Wasatch Plateau AgI seeding from a single site Tracer gas and ice nuclei measurements Ground Detection Plume dimension similar to results in other areas
  • 14. T and D Examples: Measurements from a fixed site Seeding plume verified with Ice nuclei measurements (NCAR counter) SLW also verified (Microwave radiometer)
  • 15. Measurements of microphysical effects from seeding: Use of fixed instrument sites, aircraft instruments, and mobile ground-based platforms
  • 16. DRI Particle Dispersion Model Results Two DRI ground Generator sites Part of Dual-tracer Ice Crystal Enhancement Experiment
  • 17. Cloud Microphysical Responses to Seeding  Verification of the initiation, growth and fallout of ice crystals  Strong evidence from ground-based seeding experiments in Bridger Range (MT), Grand Mesa (CO) and Wasatch Plateau (UT)  Significant IC enhancement (>5x background) found in seeding plumes  Best evidence found in cloud regions colder than -9 C with cloud tops warmer than -20 C.  Method of verification  Aircraft or ground-based particle imaging probes  Aircraft detection required flying within 300 m of mountain peaks  Ground-base instruments at fixed location, or mobile
  • 18. Microphysical seeding effect examples Wasatch Plateau AgI seeding from a single site Aircraft data show aerosol and ice crystal seeding plumes 6 km or 16.7 min downwind of seeding site
  • 19. Microphysical seeding effect examples Wasatch Plateau AgI seeding from a single site Aircraft data show aerosol and ice crystal seeding plumes 15 km or 41.7 min downwind of seeding site
  • 20. Microphysical seeding effect examples: Time after seeding An aircraft case study 10 min 19 min 22 min 30 min 39 min
  • 21. Seeding Effects in Precipitation  Last link in the “chain” and hardest to verify  Physical evidence from ground-based seeding experiments on the Grand Mesa (CO) and Wasatch Plateau (UT)  Statistical evidence from randomized experiments in Bridger Range and northern Sierra Nevada – supporting physical evidence  One randomized propane experiment in UT with significant results – 1-hour seeded periods had ~20% more precipitation than unseeded periods  Methods of verification  Ground-based particle imaging probes  Precipitation gauges  Radar occasionally useful  Statistical assessments of target area precipitation
  • 22. Radar detection of a seeding plume from Wasatch Plateau case that documented aerosol and ice crystal plumes
  • 23. Precipitation from gauges inside and outside seeding plume Vertical dashed lines enclose the time period of the seeding effect at each gauge site
  • 24. Some of the Best Evidence of Precipitation Increases  Physical evidence from case studies  Wasatch Plateau (UT) experiments (1990s, 2004)  Ground releases of silver iodide and liquid propane  Precipitation rate increases of a few hundredths to > 1 mm/hour  Grand Mesa (CO) 1990s  Ground and aircraft releases of silver iodide  Precipitation rates in seeded periods >> than unseeded periods  Statistical results with supporting physical evidence  Bridger Range randomized experiment (1970s)  Double ratio analysis showed 15% increase in the target  Increases in target were much greater in cold storms  Increases of 15% found within a few km of the source  Lake Almanor randomized experiment (1960s)  Statistically significant increase found with cold storm category  Supported by later trace chemical evaluations
  • 25. Current Research Projects • Australian Snowy Mountain Project – Funded by Australian government and conducted by Snowy Hydro (power company) – 5-year study with randomized seeding of a single target – Published results showed a statistically significant 14% increase in target precipitation for “seeded” events – Statistical results strongly supported by trace chemical assessment • U. of Wyoming airborne radar study – Radar signal increase noted during seeding periods – Radar signal increase corresponds to a significant precipitation rate increase
  • 26. Hydrologic Modeling to Assess the Impact of Cloud Seeding HRU Setup for Walker River HRUs outlined in red were given a 10% seeding impact
  • 27. Seeded Year Month Precip ET Storage P-Runoff (inches) (inches) (inches) (inches) Hydrologic 2003 2003 10 11 1.029 2.451 0.447 0.459 1.421 3.128 0.470 0.285 Modeling: 2003 2004 12 1 9.512 1.626 0.342 0.396 11.397 12.047 0.900 0.580 Simulation of 2004 2 11.132 0.386 22.432 0.361 2004 3 4.048 1.009 23.910 1.561 Seeding 2004 4 1.732 2.427 18.362 4.853 2004 5 0.000 2.765 11.537 4.060 Effects* ************************************************************************* Total 31.530 8.231 11.537 13.070 Not seeded Year Month Precip ET Storage P-Runoff *Estimated at (inches) (inches) (inches) (inches) 10% for 2003 10 0.932 0.397 1.262 0.402 selected HRU’s 2003 11 2.274 0.463 2.829 0.244 2003 12 8.64 0.348 10.353 0.768 2004 1 1.471 0.401 10.896 0.526 2004 2 10.124 0.388 20.293 0.339 2004 3 3.653 1.02 21.381 1.545 2004 4 1.558 2.386 16.073 4.481 2004 5 0 2.672 9.835 3.566 ************************************************************************* Total 28.652 8.075 9.835 11.871 Difference 2.878 0.156 1.702 1.199 % Difference 10.0 1.9 17.3 10.1
  • 28. Use of trace chemistry in evaluating cloud seeding projects  The element silver in silver iodide has a very low background concentration in natural snowfall (~4 PPT).  Analyzing target area precipitation for evidence of Ag above background is one means of evaluating targeting effectiveness.  In a randomized seeding project using a target and control design trace chemistry can be used to verify that the control area is unaffected by seeding.  Can be used to address environmental concerns regarding Ag in snow, soil, water supplies, etc.  Non-ice nucleating particles used in combination with AgI can be used to differentiate between nucleation and scavenging processes in target area snowfall.
  • 29. Trace chemical response to seeding during an Australian experiment Ag is part of the ice nucleant (AgI) In is an non-ice nucleating tracer A ratio of Ag to In that exceeds one indicates ice nucleation by AgI is contributing to the snowfall
  • 30. Summary Points on Wintertime Cloud Seeding Research  All the links in the chain of the conceptual model have been verified in physical case studies  Ice crystal and precipitation enhancement have been verified through physical observations  Precipitation enhancement has been documented by statistical methods in several projects where results were also validated by physical measurements  New modeling (atmospheric and hydrologic) and radar methods being used to evaluate cloud seeding projects  Trace chemical techniques used to validate targeting and the process of ice nucleation by seeding