Download pptx - Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Transcript
Page 1: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Objective Techniques In

Analog Seasonal Forecasts

•Analog Forecasting•Objectively Picking Analogs•Tools for Interpretation•The Forecast•Future Developments

Page 2: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Analog Seasonal Forecasting

• Look at this year so far…

Page 3: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Analog Seasonal Forecasting

• Look at this year so far…• Look for past years that are similar to

this year …

Page 4: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Analog Seasonal Forecasting

• Look at this year so far…• Look for past years that are similar to

this year …• Use what subsequently happened in

those past years as a forecast for what will happen this year.

Page 5: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Analog Seasonal Forecasting

• Look at this year so far…• Look for past years that are similar to

this year …• Use what subsequently happened in

those past years as a forecast for what will happen this year.

Page 6: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 7: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Southern Oscillation Index

Pacific Decadal Oscillation

Pacific Decadal OscillationMultivariate ENSO IndexMultivariate ENSO Index

PNANino 3.4

Sahel Rainfall

Page 8: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Climate IndicesPNA (Pacific North American Index)

NAO (North Atlantic Oscillation)

Jones NAO

EPO (Eastern Pacific Oscillation)

TNH

ONI

NTA (North Tropical Atlantic Index)

CAR (Caribbean Index)

MEI

BEST

Nino 3

Nino 1+2

Nino 3+4

Nino 4

Pacific Warm Pool

Tropical Pacific SST EOF

TNA

TSA

WHWP WP (West Pacific Index)

QBO (Quasi-Biennial Oscillation)

PDO (Pacific Decadal Oscillation)

PMM (Pacific Meridional Mode)

NP (North Pacific Index)

NOI (Northern Oscillation Index) AO (Arctic Oscillation) AAO TNI Atlantic Tripole SST EOF AMO AMM (Atlantic Meridional Mode) ACE (Atlantic Accumulated Cyclone

Intensities) Solar Cycle (Flux) Monthly Hurricane Total MDR Hurricanes SST Anomaly MDR - Tropics SST Anomaly Central India Monsoon Precipitation Sahel Rainfall Brazil Rainfall SW USA Monsoon Global Mean Temperature ESPI Globally integrated angular

momentum

Page 9: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 10: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 11: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 12: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Not just the index…But sensible weather…IE Warm/Cool… Wet/Dry

Page 13: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Automate the Process

• Compare each previous year to this year…

• Compute a “Goodness of Fit” number…

• Sort “Goodness of Fit”…• Print/Save results…• Do this for multiple indices…• Find “Consensus” analog years

Page 14: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 15: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 16: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 17: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 18: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 19: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 20: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 21: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 22: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 23: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 24: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 25: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 26: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 27: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 28: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Objective Forecast

Page 29: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

The Indices:MEI CPC SOI BOM SOIONININO3 TEMPS

NINO4 TEMPSPNAPDOWP

Objective Forecast

Page 30: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 31: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 32: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 33: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 34: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Analog Composites

Page 35: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 36: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 37: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 38: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 39: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 40: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 41: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 42: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 43: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 44: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 45: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 46: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 47: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 48: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 49: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 50: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 51: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 52: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 53: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

November Temperature Precipitation

Page 54: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

December Temperature Precipitation

Page 55: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

January Temperature Precipitation

Page 56: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

February Temperature Precipitation

Page 57: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

March Temperature Precipitation

Page 58: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

April Temperature Precipitation

Page 59: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 60: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Highs

Lows

Page 61: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Period of Record Average

Analog Average

Page 62: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 63: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 64: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 65: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 66: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 67: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 68: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

32F = 273.15K

Page 69: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 70: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 71: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 72: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Wind storm 9th, 10th or 11th? … Mild Thanksgiving

30dm 500H anomaly over Pacific Northwest

Page 73: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 74: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Flirt w/cold air ~12th-14th Cold 20th-29th…Possible Arctic Event(s)?

Positive 500H anomaly ~ 800 west of Oregon

Page 75: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 76: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Warm 2nd -8th (Early “January Thaw”?) Arctic event toward end of month? 500H/850T significant negative anomaly

Page 77: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 78: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Cool MonthValentine’s Day Snow?

30dm 500H negative anomaly

Page 79: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 80: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Wind Event 17th, 18th or 19th?

500H anomaly positive/850T anomaly negative

Page 81: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools
Page 82: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Active month.Wide swings in temperatures but averages out cool.

Page 83: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Government Camp Snow

Page 84: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

•2008: 4th and 5th 16 inches total…gone by 11th.

•2000: Snow on 6th, snow again on 8th and continuous snow cover through the end of the month.

•1999: 21st and 22nd eight inches total…all melted by 27th.

•1989: Six inches on 13th… 24th-27th twenty-eight inches.

•1974: 18th through 27th seventeen inches total.

•1971: Twenty-one inches on ground to start month… snowed fourty-seven inches during month.

Government Camp SnowNovember

Page 85: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Good

Great!

•2008: 4th and 5th 16 inches total…gone by 11th.

•2000: Snow on 6th, snow again on 8th and continuous snow cover through the end of the month.

•1999: 21st and 22nd eight inches total…all melted by 27th.

•1989: Six inches on 13th… 24th-27th twenty-eight inches.

•1974: 18th through 27th seventeen inches total.

•1971: Twenty-one inches on ground to start month… snowed fourty-seven inches during month.

Bad

Marginal

Good

Good

Government Camp SnowNovember

Page 86: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

23d 24th 25th 26th 27th 28th 29th 30th 31st

2008 63 61 72 72 71 69 59 61 55

2000 44 44 48 48 44 42 40 40 36

1999 10 9 8 8 8 8 8 8 8

1989 1 1 T 0 0 1 T T 0

1974 27 27 27 27 28 30 30 35 34

1971 69 73 68 68 66 64 68 74 72

Government Camp SnowDecember

Snow Depth in Inches

Page 87: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

23d 24th 25th 26th 27th 28th 29th 30th 31st

2008 63 61 72 72 71 69 59 61 55

2000 44 44 48 48 44 42 40 40 36

1999 10 9 8 8 8 8 8 8 8

1989 1 1 T 0 0 1 T T 0

1974 27 27 27 27 28 30 30 35 34

1971 69 73 68 68 66 64 68 74 72

Government Camp SnowDecember

Snow Depth in Inches

Page 88: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

23d 24th 25th 26th 27th 28th 29th 30th 31st

2008 63 61 72 72 71 69 59 61 55

2000 44 44 48 48 44 42 40 40 36

1999 10 9 8 8 8 8 8 8 8

1989 1 1 T 0 0 1 T T 0

1974 27 27 27 27 28 30 30 35 34

1971 69 73 68 68 66 64 68 74 72

Government Camp SnowDecember

Snow Depth in Inches

OK

OK

Bumm

er

Dude

Page 89: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Further Development

Page 90: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Further Development

More indices

Page 91: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Further Development

More indices

Write routine(s) to produce and verify historical forecasts

Page 92: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Further Development

More indices

Write routine(s) to produce and verify historical forecasts

Index/time period weighting

Page 93: Objective Techniques In Analog Seasonal Forecasts Objective Techniques In Analog Seasonal Forecasts Analog Forecasting Objectively Picking Analogs Tools

Forecast Summary/Questions

Climate Division 2 – Willamette Valley

Nov Dec Jan Feb Mar Apr

Temp:

Precip:

Above Near Near Below Near Below Near Near Above Near Below Near

[email protected] [email protected]


Recommended

Assessment of the CFSv2 real-time seasonal forecasts for 2013
Assessment of the CFSv2 real-time seasonal forecasts for 2013 Documents
Seasonal Precipitation Forecasts Over the Missouri River Basin · Seasonal Precipitation Forecasts Over the Missouri River Basin ... of-the-art NOAA operational ... issued monthly
Seasonal Precipitation Forecasts Over the Missouri River Basin · Seasonal Precipitation Forecasts Over the Missouri River Basin ... of-the-art NOAA operational ... issued monthly Documents
Ocean Initialization for Seasonal Forecasts - godae.orggodae-data/Symposium/invited-papers/5.5... · Ocean Initialization for Seasonal Forecasts M. A. Balmaseda 1, ... (CAWCR), Melbourne,
Ocean Initialization for Seasonal Forecasts - godae.orggodae-data/Symposium/invited-papers/5.5... · Ocean Initialization for Seasonal Forecasts M. A. Balmaseda 1, ... (CAWCR), Melbourne, Documents
Skilful seasonal forecasts of streamflow over Europe?...Skilful seasonal forecasts of streamflow over Europe? Louise Arnal 1,2 , Hannah L. Cloke 1,3,4,5 , Elisabeth Stephens 1 ,
Skilful seasonal forecasts of streamflow over Europe?...Skilful seasonal forecasts of streamflow over Europe? Louise Arnal 1,2 , Hannah L. Cloke 1,3,4,5 , Elisabeth Stephens 1 , Documents
Integrating seasonal forecasts and insurance for ...documents.worldbank.org/curated/en/... · Integrating Seasonal Forecasts and Insurance for Adaptation among Subsistence Farmers:
Integrating seasonal forecasts and insurance for ...documents.worldbank.org/curated/en/... · Integrating Seasonal Forecasts and Insurance for Adaptation among Subsistence Farmers: Documents
seasonal climate forecasts and risk management - Southeast
seasonal climate forecasts and risk management - Southeast Documents
Use of Intra-Seasonal and Seasonal Forecasts to Reduce ... · Weekly, out to 4 weeks •Estimate of initial reservoir volume •Scenarios of historical conditions •Demand forecasts
Use of Intra-Seasonal and Seasonal Forecasts to Reduce ... · Weekly, out to 4 weeks •Estimate of initial reservoir volume •Scenarios of historical conditions •Demand forecasts Documents
Seasonal tropical cyclone forecasts - Atlantic Oceanographic
Seasonal tropical cyclone forecasts - Atlantic Oceanographic Documents
Initialization Techniques in Seasonal Forecasts
Initialization Techniques in Seasonal Forecasts Documents
Seasonal forecasts of North Atlantic tropical cyclone ...centaur.reading.ac.uk/70252/1/NMME_TCs_REV1 (1).pdf · 1 Seasonal Forecasts of North Atlantic Tropical Cyclone 2 Activity
Seasonal forecasts of North Atlantic tropical cyclone ...centaur.reading.ac.uk/70252/1/NMME_TCs_REV1 (1).pdf · 1 Seasonal Forecasts of North Atlantic Tropical Cyclone 2 Activity Documents
Trade Show Forecasts (Researching seasonal trends)
Trade Show Forecasts (Researching seasonal trends) Education
Seasonal climate forecasts in colombia apr widescreen2_no_animation
Seasonal climate forecasts in colombia apr widescreen2_no_animation Documents
Enhancing the Scale and Relevance of Seasonal Climate Forecasts -
Enhancing the Scale and Relevance of Seasonal Climate Forecasts - Documents
1 Extended-range seasonal hurricane forecasts …webster.eas.gatech.edu/Papers/KW_.GRL_.2010.pdf2 Extended-range seasonal hurricane forecasts for the North Atlantic 3 with a hybrid
1 Extended-range seasonal hurricane forecasts …webster.eas.gatech.edu/Papers/KW_.GRL_.2010.pdf2 Extended-range seasonal hurricane forecasts for the North Atlantic 3 with a hybrid Documents
Observational needs for seasonal to decadal forecasts needs for seasonal to decadal forecasts Roger Saunders Met Office Acknowledgements to Adam Scaife and Doug Smith Seasonal Predictions
Observational needs for seasonal to decadal forecasts needs for seasonal to decadal forecasts Roger Saunders Met Office Acknowledgements to Adam Scaife and Doug Smith Seasonal Predictions Documents
Seasonal forecasts - UP
Seasonal forecasts - UP Documents
Seasonal Forecasts using Objectively Chosen Analog Years
Seasonal Forecasts using Objectively Chosen Analog Years Documents
Seasonal forecasts for the Limpopo Province in estimating
Seasonal forecasts for the Limpopo Province in estimating Documents