Study of Intra Annual and Intra Seasonal Variations of Indian Summer Monsoon during ARMEX Period

Size: px
Start display at page:

Download "Study of Intra Annual and Intra Seasonal Variations of Indian Summer Monsoon during ARMEX Period"

Transcription

1 Study of Intra Annual and Intra Seasonal Variations of Indian Summer Monsoon during ARMEX Period Bhanu Kumar, O.S.R.U., S.Ramalingeswara Rao and K.Muni Krishna Dept. of Meteorology & Oceanography Andhra University Visakhapatnam

2 Determination of onset of SW monsoon over Kerala using pentad NOAA OLR data Generally the onset dates over Kerala varied from 11 th May to 18 th June 25 Year Mean NOAA OLR for the 7 pentads (13 th May, 18 th May, 23 rd May, 28 th May, 2 nd June, 7 th June and 12 th June). 25-Years mean 7 pentads from 13 May 12 June OLR minima is centered over Kerala (210W/m²) and Barma (190 W/m²)

3 1 st Pentad of June June02 pentad minus 25-Years mean 7 Pentads indicates no signal of Onset 2 nd Pentad of June June02 pentad minus 25-Years mean 7 Pentads surrogates signal of date of onset over Kerala. IMD declared onset date 11th June 2002, which is in this pentad.

4 Figure 12June03 pentad minus 25-Years mean 7 Pentads indicates no signal of Onset Figure 17June03 pentad minus 25-Years mean 7 Pentads surrogates signal of date of onset over Kerala. IMD declared onset date 8th June 2003

5 Figure 13May04 pentad minus 25-Years mean 7 Pentads indicates no signal of Onset Figure 28May04 pentad minus 25-Years mean 7 Pentads surrogates signal of date of onset over Kerala. IMD declared onset date 18th May 2004, which is in this pentad.

6 28thMay05 pentad minus 25-Years mean 7 Pentads indicates no signal of Onset 2June05 pentad minus 25-Years mean 7 Pentads surrogates signal of date of onset over Kerala. IMD declared onset date 5th June 2005, which is in this pentad.

7 Examined the day oscillations for the region N and E.

8 Time-longitude cross-section of NOAA OLR (5 day running mean, averaged 0 N 20 N) The probabilities of getting rain for 180, 220 and 240 w/m 2 are 0.9, 0.8 and 0.7 respectively The active phases of ISOs identified over the ARMEX region were a. 20 day during 3 rd June to 24 th June b. 36 days during 28 th July to 5 th September.

9 Coastal Stations (Karwar, Vengurla, Honnavar) IMD rainfall during active phase of ISO These three stations received considerably good amount of rainfall during the above two active phases of ISOs namely a. 20 day 3 rd June to 24 th June b. 35 day during 20 th July to 5the September

10 Time-longitude cross-section of NOAA OLR (5 day running mean, averaged 0 N 20 N) The active phases of ISOs identified over the ARMEX region was 60 day ISO is in active phase during 8 th June to 8 th Aug.

11 Coastal Stations (Karwar, Vengurla, Honnavar) IMD rainfall during active phase of ISO Rainfall events were identified during active phases of ISOs

12 Time-longitude cross-section of NOAA OLR (5 day running mean, averaged 0 N 20 N) The active phases of ISOs identified over the ARMEX region were a. 11 day during 5 th June to 16 th June b. 51 days during 28 th June to 20 th August.

13 Time-longitude cross-section of NOAA OLR (5 day running mean, averaged 0 N 20 N) The active phases of ISOs identified over the ARMEX region were a. 54 days during 16 th June to 10 th Aug. b. 30 days during 25 th Aug. to 25 th Sept.

14 Validation of satellite rainfall and OLR data with IMD rain gauge Karwar station June September (2002) On validating rain gauge data with different satellite data sets it is found that 3B42 and 3B42RT are better than OLR data set over Karwar in the year 2002

15 Validation of satellite rainfall and OLR data with IMD rain gauge Honnavar station June September (2002) On validating rain gauge data with the satellite rainfall data sets, it is found that all the products are near similar

16 Validation of satellite rainfall and OLR data with IMD rain gauge Vengurla station June September (2002) On validating rain gauge data with different satellite data sets it is found that OLR was better than 3B42 and 3B42RT data set over Vengural in the year 2002

17 Validation of satellite rainfall and OLR data with IMD rain gauge Vijaydurg station June September (2002) On validating rain gauge data with different satellite data sets it is found that OLR and 3B42RT are better than 3B42 data set over Vijaydurg the year 2002

18 Validation of satellite rainfall and OLR data with IMD rain gauge Karwar station June September (2003) On validating rain gauge data with different satellite data sets it is found that 3B42 and 3B42RT are better than OLR data set over Karwar in the year 2003

19 Validation of satellite rainfall and OLR data with IMD rain gauge Honnavar station June September (2003) On validating rain gauge data with different satellite data sets it is found that 3B42 and 3B42RT are better than OLR data set over Honovar in the year 2003

20 Validation of satellite rainfall and OLR data with IMD rain gauge Vengurla station June September (2003) On validating rain gauge data with different satellite data sets it is found that 3B42 and 3B42RT are better than OLR data set over Vengural in the year 2003

21 Validation of satellite rainfall and OLR data with IMD rain gauge Vijaydurg station June September (2003) On validating rain gauge data with different satellite data sets it is found that all the products are near similar over Vijaydurg the year 2003

22 Conclusions Onset date can be studied using pentad OLR. Active phases of day oscillation from daily OLR cause good rain over ARMEX study region. On validating the OLR with rainfall, statistically significant inverse relationship identified for the study period. However NOAA OLR dataset is not able to show the extreme cases of rainfall. This is true because OLR is exclusively depends upon cloud top temperature.

23 Finally, daily 3B42 and 3B42RT merged precipitation dataset was validated with the rainfall over west coast of India. This validation is really better than 3B42 and NOAA OLR datasets with the rainfall.

24

Atmospheric Moisture during Monsoon 2002 ARMEX Phase I

Atmospheric Moisture during Monsoon 2002 ARMEX Phase I Atmospheric Moisture during Monsoon 2002 ARMEX Phase I Anu Simon, K. Mohankumar, Aype Thomas and C.K. Rajan Department of Atmospheric Sciences Cochin University of Science and Technology Cochin-682 016

More information

A High Resolution Daily Gridded Rainfall Data Set ( ) for Mesoscale Meteorological Studies

A High Resolution Daily Gridded Rainfall Data Set ( ) for Mesoscale Meteorological Studies National Climate Centre Research Report No: 9/2008 A High Resolution Daily Gridded Rainfall Data Set (1971-2005) for Mesoscale Meteorological Studies M. Rajeevan and Jyoti Bhate National Climate Centre

More information

Key Finding: Long Term Trend During 2014: Rain in Indian Tradition Measuring Rain

Key Finding: Long Term Trend During 2014: Rain in Indian Tradition Measuring Rain Chapter 34 RAINFALL Key Finding: Long Term Trend Despite of theories suggesting increase in rainfall in Asian Region due to global warming, no significant trend has been observed at all India level (confirmed

More information

PROJECT REPORT (ASL 720) CLOUD CLASSIFICATION

PROJECT REPORT (ASL 720) CLOUD CLASSIFICATION PROJECT REPORT (ASL 720) CLOUD CLASSIFICATION SUBMITTED BY- PRIYANKA GUPTA 2011CH70177 RINI KAPOOR 2011CH70179 INDIVIDUAL CONTRIBUTION- Priyanka Gupta- analysed data of region considered in India (West:80,

More information

Department of Meteorology and Oceanography Andhra University, Visakhapatnam

Department of Meteorology and Oceanography Andhra University, Visakhapatnam Numerical Prediction of The Heavy Rainfall Events During Armex phase- I of The Summer Monsoon, 2002 D.V. Bhaskar Rao, D. Hari Prasad and Satyaban B. Ratna Department of Meteorology and Oceanography Andhra

More information

京都大学防災研究所年報第 49 号 B 平成 18 年 4 月. Annuals of Disas. Prev. Res. Inst., Kyoto Univ., No. 49 B,

京都大学防災研究所年報第 49 号 B 平成 18 年 4 月. Annuals of Disas. Prev. Res. Inst., Kyoto Univ., No. 49 B, 京都大学防災研究所年報第 49 号 B 平成 18 年 4 月 Annuals of Disas. Prev. Res. Inst., Kyoto Univ., No. 49 B, 2006 170 1978 2003 26 30-60 10-20 :. 10 60 (Krishnamurti and Bhalme, 1976; Hartmann and Michelsen, 1989 )Hartmann

More information

Summary and Conclusions

Summary and Conclusions 241 Chapter 10 Summary and Conclusions Kerala is situated in the southern tip of India between 8 15 N and 12 50 N latitude and 74 50 E and 77 30 E longitude. It is popularly known as Gods own country.

More information

Seasonal Rainfall Trend Analysis

Seasonal Rainfall Trend Analysis RESEARCH ARTICLE OPEN ACCESS Seasonal Rainfall Trend Analysis Devdatta V. Pandit Research Scholar, Dept. of SWCE, M.P.K.V, Rahuri- 413722, Ahmednagar. (M., India ABSTRACT This study aims to detect the

More information

Role of Low Level Jetstream in Intense Monsoon Rainfall episodes over the West Coast of India

Role of Low Level Jetstream in Intense Monsoon Rainfall episodes over the West Coast of India Role of Low Level Jetstream in Intense Monsoon Rainfall episodes over the West Coast of India Dr. P.V. Joseph Professor Emeritus Department of Atmospheric Sciences Cochin University of Science and Technology

More information

Long Range Forecasts of 2015 SW and NE Monsoons and its Verification D. S. Pai Climate Division, IMD, Pune

Long Range Forecasts of 2015 SW and NE Monsoons and its Verification D. S. Pai Climate Division, IMD, Pune Long Range Forecasts of 2015 SW and NE Monsoons and its Verification D. S. Pai Climate Division, IMD, Pune Other Contributors: Soma Sen Roy, O. P. Sreejith, Kailas, Madhuri, Pallavi, Mahendra and Jasmine

More information

Climate Change Scenarios 2030s

Climate Change Scenarios 2030s Climate Change Scenarios 2030s Ashwini Kulkarni ashwini@tropmet.res.in K Krishna Kumar, Ashwini Kulkarni, Savita Patwardhan, Nayana Deshpande, K Kamala, Koteswara Rao Indian Institute of Tropical Meteorology,

More information

ANNUAL CLIMATE REPORT 2016 SRI LANKA

ANNUAL CLIMATE REPORT 2016 SRI LANKA ANNUAL CLIMATE REPORT 2016 SRI LANKA Foundation for Environment, Climate and Technology C/o Mahaweli Authority of Sri Lanka, Digana Village, Rajawella, Kandy, KY 20180, Sri Lanka Citation Lokuhetti, R.,

More information

CHAPTER VII COMPARISON OF SATELLITE (TRMM) PRECIPITATION DATA WITH GROUND-BASED DATA

CHAPTER VII COMPARISON OF SATELLITE (TRMM) PRECIPITATION DATA WITH GROUND-BASED DATA CHAPTER VII COMPARISON OF SATELLITE () PRECIPITATION DATA WITH GROUND-BASED DATA CHAPTER VII COMPARISON OF SATELLITE () PRECIPITATION DATA WITH GROUND-BASED DATA 7.1. INTRODUCTION Most of the earth s rain

More information

Current status and prospects of Extended range prediction of Indian summer monsoon using CFS model

Current status and prospects of Extended range prediction of Indian summer monsoon using CFS model Current status and prospects of Extended range prediction of Indian summer monsoon using CFS model Dr. A. K. Sahai Indian Institute of Tropical Meteorology, Pune 411 008, INDIA E-mail: sahai@tropmet.res.in

More information

First results from a new observational system over the Indian seas

First results from a new observational system over the Indian seas PERSPECTIVES ON OCEAN RESEARCH IN INDIA First results from a new observational system over the Indian seas K. Premkumar, M. Ravichandran, S. R. Kalsi*, Debasis Sengupta** and Sulochana Gadgil**, National

More information

CHAPTER 2 DATA AND METHODS. Errors using inadequate data are much less than those using no data at all. Charles Babbage, circa 1850

CHAPTER 2 DATA AND METHODS. Errors using inadequate data are much less than those using no data at all. Charles Babbage, circa 1850 CHAPTER 2 DATA AND METHODS Errors using inadequate data are much less than those using no data at all. Charles Babbage, circa 185 2.1 Datasets 2.1.1 OLR The primary data used in this study are the outgoing

More information

Seasonal Climate Outlook for South Asia (June to September) Issued in May 2014

Seasonal Climate Outlook for South Asia (June to September) Issued in May 2014 Ministry of Earth Sciences Earth System Science Organization India Meteorological Department WMO Regional Climate Centre (Demonstration Phase) Pune, India Seasonal Climate Outlook for South Asia (June

More information

Study of Hydrometeorology in a Hard Rock Terrain, Kadirischist Belt Area, Anantapur District, Andhra Pradesh

Study of Hydrometeorology in a Hard Rock Terrain, Kadirischist Belt Area, Anantapur District, Andhra Pradesh Open Journal of Geology, 2012, 2, 294-300 http://dx.doi.org/10.4236/ojg.2012.24028 Published Online October 2012 (http://www.scirp.org/journal/ojg) Study of Hydrometeorology in a Hard Rock Terrain, Kadirischist

More information

Spatial and Temporal Analysis of Rainfall Variation in Yadalavagu Hydrogeological unit using GIS, Prakasam District, Andhra Pradesh, India

Spatial and Temporal Analysis of Rainfall Variation in Yadalavagu Hydrogeological unit using GIS, Prakasam District, Andhra Pradesh, India International Research Journal of Environment Sciences ISSN 2319 1414 Spatial and Temporal Analysis of Rainfall Variation in Yadalavagu Hydrogeological unit using GIS, Prakasam District, Andhra Pradesh,

More information

Contribution of Monthly and Regional Rainfall to the Strength of Indian Summer Monsoon

Contribution of Monthly and Regional Rainfall to the Strength of Indian Summer Monsoon VOLUME 144 M O N T H L Y W E A T H E R R E V I E W SEPTEMBER 2016 Contribution of Monthly and Regional Rainfall to the Strength of Indian Summer Monsoon YANGXING ZHENG AND M. M. ALI Center for Ocean Atmospheric

More information

Chapter 4 Inter-Annual and Long-Term Variability

Chapter 4 Inter-Annual and Long-Term Variability Chapter 4 Inter-Annual and Long-Term Variability 4.1 General Rainfa\\ is the most imllortant weather element for India, a trollica\ country. Agriculture, hydro-electric power, industry and the economy

More information

Dry spell analysis for effective water management planning

Dry spell analysis for effective water management planning www.ijaser.com 2012 by the authors Licensee IJASER- Under Creative Commons License 3.0 editorial@ijaser.com Research article ISSN 2277 9442 Dry spell analysis for effective water management planning Kandasamy

More information

UPDATE OF REGIONAL WEATHER AND SMOKE HAZE (September 2017)

UPDATE OF REGIONAL WEATHER AND SMOKE HAZE (September 2017) UPDATE OF REGIONAL WEATHER AND SMOKE HAZE (September 2017) 1. Review of Regional Weather Conditions in August 2017 1.1 Southwest Monsoon conditions continued to prevail in the region in August 2017. The

More information

DETECTION OF TREND IN RAINFALL DATA: A CASE STUDY OF SANGLI DISTRICT

DETECTION OF TREND IN RAINFALL DATA: A CASE STUDY OF SANGLI DISTRICT ORIGINAL ARTICLE DETECTION OF TREND IN RAINFALL DATA: A CASE STUDY OF SANGLI DISTRICT M. K. Patil 1 and D. N. Kalange 2 1 Associate Professor, Padmabhushan Vasantraodada Patil Mahavidyalaya, Kavathe- Mahankal,

More information

DERIVED FROM SATELLITE DATA

DERIVED FROM SATELLITE DATA P6.17 INTERCOMPARISON AND DIAGNOSIS OF MEI-YU RAINFALL DERIVED FROM SATELLITE DATA Y. Zhou * Department of Meteorology, University of Maryland, College Park, Maryland P. A. Arkin ESSIC, University of Maryland,

More information

Variability of West African Weather Systems. Chris Thorncroft Department of Atmospheric and Environmental Sciences University at Albany

Variability of West African Weather Systems. Chris Thorncroft Department of Atmospheric and Environmental Sciences University at Albany Variability of West African Weather Systems Chris Thorncroft Department of Atmospheric and Environmental Sciences University at Albany Variability of West African Weather Systems (1) Convectively Coupled

More information

Evidence for Weakening of Indian Summer Monsoon and SA CORDEX Results from RegCM

Evidence for Weakening of Indian Summer Monsoon and SA CORDEX Results from RegCM Evidence for Weakening of Indian Summer Monsoon and SA CORDEX Results from RegCM S K Dash Centre for Atmospheric Sciences Indian Institute of Technology Delhi Based on a paper entitled Projected Seasonal

More information

The Abnormal Indian Summer Monsoon of 2002: JRA25 Reanalysis

The Abnormal Indian Summer Monsoon of 2002: JRA25 Reanalysis The Abnormal Indian Summer Monsoon of 2002: JRA25 Reanalysis D. Rajan 1,2, T. Koike 2, J. Matsumoto 2 1 NCMRWF, Ministry of Earth Sciences, India 2 CEOP Lab, University of Tokyo, Japan Correspondence:

More information

Long Range Forecast Update for 2014 Southwest Monsoon Rainfall

Long Range Forecast Update for 2014 Southwest Monsoon Rainfall Earth System Science Organization (ESSO) Ministry of Earth Sciences (MoES) India Meteorological Department PRESS RELEASE New Delhi, 9 June 2014 Long Update for 2014 Southwest Monsoon Rainfall HIGHLIGHTS

More information

Effect of land use/land cover changes on runoff in a river basin: a case study

Effect of land use/land cover changes on runoff in a river basin: a case study Water Resources Management VI 139 Effect of land use/land cover changes on runoff in a river basin: a case study J. Letha, B. Thulasidharan Nair & B. Amruth Chand College of Engineering, Trivandrum, Kerala,

More information

SALTSEEDING FROM AIRCRAFT OVER LINGANAMAKKI CATCHMENT, SOUTH INDIA

SALTSEEDING FROM AIRCRAFT OVER LINGANAMAKKI CATCHMENT, SOUTH INDIA SALTSEEDING FROM AIRCRAFT OVER LINGANAMAKKI CATCHMENT, SOUTH INDIA A.S. Ramachandra Murty, A. Mary Selvam, C.P. Kulkarni, R.N. Chatterjee and Bh. V. Ramana Murty Indian Institute of Tropical Meteorology

More information

Impacts of precipitation interpolation on hydrologic modeling in data scarce regions

Impacts of precipitation interpolation on hydrologic modeling in data scarce regions Impacts of precipitation interpolation on hydrologic modeling in data scarce regions 1, Shamita Kumar, Florian Wilken 1, Peter Fiener 1 and Karl Schneider 1 1 Hydrogeography and Climatology Research Group,

More information

Predictability of Northeast Monsoon Rainfall over Southern India using Global Pressure Oscillations

Predictability of Northeast Monsoon Rainfall over Southern India using Global Pressure Oscillations Send Orders for Reprints to reprints@benthamscience.ae The Open Oceanography Journal, 2015, 8, 9-19 9 Open Access Predictability of Northeast Monsoon Rainfall over Southern India using Global Pressure

More information

Rainfall analysis for Indian monsoon region using the merged rain gauge observations and satellite estimates: Evaluation of monsoon rainfall features

Rainfall analysis for Indian monsoon region using the merged rain gauge observations and satellite estimates: Evaluation of monsoon rainfall features Rainfall analysis for Indian monsoon region using the merged rain gauge observations and satellite estimates: Evaluation of monsoon rainfall features SKRoyBhowmikand Ananda K Das India Meteorological Department,

More information

Update on SCOPE-Nowcasting Pilot Project Real Time Ocean Products Suman Goyal Scientist-E

Update on SCOPE-Nowcasting Pilot Project Real Time Ocean Products Suman Goyal Scientist-E Update on SCOPE-Nowcasting Pilot Project Real Time Ocean Products Suman Goyal Scientist-E 19-22 Nov 2013 SCOPE-Nowcasting-1 Agenda Item 5 Pilot Projects Overview Users /Clients User requirements Product

More information

Weather Outlook. 1 July 2016 METEOROLOGICAL RESEARCH GROUP. INDIA HEADQUART ERS G 31 Quest Offices DLF Golf Course Road Gurgaon India

Weather Outlook. 1 July 2016 METEOROLOGICAL RESEARCH GROUP. INDIA HEADQUART ERS G 31 Quest Offices DLF Golf Course Road Gurgaon India Weather Outlook 1 July 2016 METEOROLOGICAL RESEARCH GROUP INDIA HEADQUART ERS G 31 Quest Offices DLF Golf Course Road Gurgaon 122 002 India NORTH AMERICA 350 Fifth Avenue 59 th Floor, New York City NY

More information

Study of Changes in Climate Parameters at Regional Level: Indian Scenarios

Study of Changes in Climate Parameters at Regional Level: Indian Scenarios Study of Changes in Climate Parameters at Regional Level: Indian Scenarios S K Dash Centre for Atmospheric Sciences Indian Institute of Technology Delhi Climate Change and Animal Populations - The golden

More information

Research Article Relationships between Rainy Days, Mean Daily Intensity, and Seasonal Rainfall over the Koyna Catchment during

Research Article Relationships between Rainy Days, Mean Daily Intensity, and Seasonal Rainfall over the Koyna Catchment during The Scientific World Journal Volume 212, Article ID 894313, 1 pages doi:1.11/212/894313 The cientificworldjournal Research Article Relationships between Rainy Days, Mean Daily Intensity, and Seasonal Rainfall

More information

UPDATE OF REGIONAL WEATHER AND SMOKE HAZE (May 2017)

UPDATE OF REGIONAL WEATHER AND SMOKE HAZE (May 2017) UPDATE OF REGIONAL WEATHER AND SMOKE HAZE (May 2017) 1. Review of Regional Weather Conditions in April 2017 1.1 Inter monsoon conditions, characterised by afternoon showers and winds that are generally

More information

Seasonal Climate Watch September 2018 to January 2019

Seasonal Climate Watch September 2018 to January 2019 Seasonal Climate Watch September 2018 to January 2019 Date issued: Aug 31, 2018 1. Overview The El Niño-Southern Oscillation (ENSO) is still in a neutral phase and is still expected to rise towards an

More information

Satellite derived precipitation estimates over Indian region during southwest monsoons

Satellite derived precipitation estimates over Indian region during southwest monsoons J. Ind. Geophys. Union ( January 2013 ) Vol.17, No.1, pp. 65-74 Satellite derived precipitation estimates over Indian region during southwest monsoons Harvir Singh 1,* and O.P. Singh 2 1 National Centre

More information

Intra-Seasonal Oscillation (ISO) of south Kerala rainfall during the summer monsoons of

Intra-Seasonal Oscillation (ISO) of south Kerala rainfall during the summer monsoons of Intra-Seasonal Oscillation (ISO) of south Kerala rainfall during the summer monsoons of 1901 1995 P V Joseph, Anu Simon, Venu G Nair and Aype Thomas Department of Atmospheric Sciences, Cochin University

More information

Analysis of Rainfall and Other Weather Parameters under Climatic Variability of Parbhani ( )

Analysis of Rainfall and Other Weather Parameters under Climatic Variability of Parbhani ( ) International Journal of Current Microbiology and Applied Sciences ISSN: 2319-7706 Volume 7 Number 06 (2018) Journal homepage: http://www.ijcmas.com Original Research Article https://doi.org/10.20546/ijcmas.2018.706.295

More information

Occurrence of heavy rainfall around the confluence line in monsoon disturbances and its importance in causing floods

Occurrence of heavy rainfall around the confluence line in monsoon disturbances and its importance in causing floods Occurrence of heavy rainfall around the confluence line in monsoon disturbances and its importance in causing floods GNAGESWARA RAO Department of Meteorology & Oceanography, Andhra University, Visakhapatnam

More information

Rainfall Analysis in Mumbai using Gumbel s Extreme Value Distribution Model

Rainfall Analysis in Mumbai using Gumbel s Extreme Value Distribution Model Rainfall Analysis in Mumbai using Gumbel s Extreme Value Distribution Model S. Sangita Mishra 1, M. Solapure 2, R. Satpathy 3, K. Phadtare 4, S. Pawar 5 1 Assistant Professor, 2,3,4,5 Undergraduate students

More information

IJRASET (UGC Approved Journal): All Rights are Reserved

IJRASET (UGC Approved Journal): All Rights are Reserved Shift in Date of Onset of the Southwest Monsoon in India from 146 Years of Data Exploring the Change in Distribution Using Non-Parametric Polynomial Estimators T. Unnikrishnan 1, P. Anilkumar 1 and Kadambot

More information

Available online at ScienceDirect. Procedia Environmental Sciences 33 (2016 ) Rahmat Hidayat*

Available online at   ScienceDirect. Procedia Environmental Sciences 33 (2016 ) Rahmat Hidayat* Available online at www.sciencedirect.com ScienceDirect Procedia Environmental Sciences 33 (2016 ) 167 177 The 2 nd International Symposium on LAPAN-IPB Satellite for Food Security and Environmental Monitoring

More information

Verification of the Seasonal Forecast for the 2005/06 Winter

Verification of the Seasonal Forecast for the 2005/06 Winter Verification of the Seasonal Forecast for the 2005/06 Winter Shingo Yamada Tokyo Climate Center Japan Meteorological Agency 2006/11/02 7 th Joint Meeting on EAWM Contents 1. Verification of the Seasonal

More information

VALIDATION OF INSAT-3D DERIVED RAINFALL. (Submitted by Suman Goyal, IMD) Summary and Purpose of Document

VALIDATION OF INSAT-3D DERIVED RAINFALL. (Submitted by Suman Goyal, IMD) Summary and Purpose of Document WORLD METEOROLOGICAL ORGANIZATION COMMISSION FOR BASIC SYSTEMS OPEN PROGRAMME AREA GROUP ON INTEGRATED OBSERVING SYSTEMS INTER-PROGRAMME EXPERT TEAM ON SATELLITE UTILIZATION AND PRODUCTS SECOND SESSION

More information

Chapter-1 Introduction

Chapter-1 Introduction Modeling of rainfall variability and drought assessment in Sabarmati basin, Gujarat, India Chapter-1 Introduction 1.1 General Many researchers had studied variability of rainfall at spatial as well as

More information

Climate Variability and Malaria over the Sahel Country of Senegal

Climate Variability and Malaria over the Sahel Country of Senegal Climate Variability and Malaria over the Sahel Country of Senegal Ibrahima DIOUF CPC International Desks NOAA Center for Weather and Climate Prediction 5830 University Research Court, College Park, Maryland

More information

SIMULATION AND PREDICTION OF SUMMER MONSOON CLIMATE OVER THE INDOCHINA PENINSULA BY RSM

SIMULATION AND PREDICTION OF SUMMER MONSOON CLIMATE OVER THE INDOCHINA PENINSULA BY RSM 2017 ACTS Workshop on Extreme Weather Forecast and Water Resources Management SIMULATION AND PREDICTION OF SUMMER MONSOON CLIMATE OVER THE INDOCHINA PENINSULA BY RSM Presenter: Nguyen Ngoc Bich Phuong

More information

ISPRS Archives XXXVIII-8/W3 Workshop Proceedings: Impact of Climate Change on Agriculture CLIMATE VARIABILITY OVER GUJARAT, INDIA

ISPRS Archives XXXVIII-8/W3 Workshop Proceedings: Impact of Climate Change on Agriculture CLIMATE VARIABILITY OVER GUJARAT, INDIA CLIMATE VARIABILITY OVER GUJARAT, INDIA Kamaljit Ray, Manorama Mohanty and J.R. Chincholikar Meteorological Centre, India Meteorological Department, Ahmedabad 380 012, India KEYWORDS: Climate Variability,

More information

Comparison of drop size distribution between stations in Eastern and Western coasts of India

Comparison of drop size distribution between stations in Eastern and Western coasts of India J. Ind. Geophys. Union ( April 2007 ) Vol.11, No.2, pp.111-116 Comparison of drop size distribution between stations in Eastern and Western coasts of India R.Harikumar, V.Sasi Kumar, S.Sampath and P.V.S.S.K.Vinayak

More information

Changing Hydrology under a Changing Climate for a Coastal Plain Watershed

Changing Hydrology under a Changing Climate for a Coastal Plain Watershed Changing Hydrology under a Changing Climate for a Coastal Plain Watershed David Bosch USDA-ARS, Tifton, GA Jeff Arnold ARS Temple, TX and Peter Allen Baylor University, TX SEWRU Objectives 1. Project changes

More information

1 Ministry of Earth Sciences, Lodi Road, New Delhi India Meteorological Department, Lodi Road, New Delhi

1 Ministry of Earth Sciences, Lodi Road, New Delhi India Meteorological Department, Lodi Road, New Delhi Trends in Extreme Temperature Events over India during 1969-12 A. K. JASWAL, AJIT TYAGI 1 and S. C. BHAN 2 India Meteorological Department, Shivajinagar, Pune - 4105 1 Ministry of Earth Sciences, Lodi

More information

Short-term modulation of Indian summer monsoon rainfall bywest Asian dust

Short-term modulation of Indian summer monsoon rainfall bywest Asian dust SUPPLEMENTARY INFORMATION DOI: 10.1038/NGEO2107 Short-term modulation of Indian summer monsoon rainfall bywest Asian dust 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 V Vinoj 1,2, Philip J Rasch 1*, Hailong

More information

Hurricane Floyd Symposium. Satellite Precipitation as a Tool to Reanalyze Hurricane Floyd and Forecast Probabilities of Extreme Rainfall

Hurricane Floyd Symposium. Satellite Precipitation as a Tool to Reanalyze Hurricane Floyd and Forecast Probabilities of Extreme Rainfall Sept. 18, 2009 Hurricane Floyd Symposium Scott Curtis, East Carolina Universtiy Satellite Precipitation as a Tool to Reanalyze Hurricane Floyd and Forecast Probabilities of Extreme Rainfall What was the

More information

EVALUATION OF BROAD SCALE VERTICAL CIRCULATION AND THERMAL INDICES IN RELATION TO THE ONSET OF INDIAN SUMMER MONSOON

EVALUATION OF BROAD SCALE VERTICAL CIRCULATION AND THERMAL INDICES IN RELATION TO THE ONSET OF INDIAN SUMMER MONSOON INTERNATIONAL JOURNAL OF CLIMATOLOGY Int. J. Climatol. 22: 649 661 (2002) Published online in Wiley InterScience (www.interscience.wiley.com). DOI: 10.1002/joc.742 EVALUATION OF BROAD SCALE VERTICAL CIRCULATION

More information

Dynamics of summer monsoon active phases and onset over Pakistan

Dynamics of summer monsoon active phases and onset over Pakistan Dynamics of summer monsoon active phases and onset over Pakistan F. S. Syed 1, J. H. Yoo 2, H. Körnich 3, F. Kucharski 2 and M. Latif 1 1) Department of Meteorology, COMSATS Institute of Information Technology,

More information

Lecture 8. Monsoons and the seasonal variation of tropical circulation and rainfall

Lecture 8. Monsoons and the seasonal variation of tropical circulation and rainfall Lecture 8 Monsoons and the seasonal variation of tropical circulation and rainfall According to the second hypothesis, the monsoon is a manifestation of the seasonal variation of the tropical circulation

More information

Page 1 of 5 Home research global climate enso effects Research Effects of El Niño on world weather Precipitation Temperature Tropical Cyclones El Niño affects the weather in large parts of the world. The

More information

Rainfall intensity characteristics at coastal and high altitude stations in Kerala

Rainfall intensity characteristics at coastal and high altitude stations in Kerala Rainfall intensity characteristics at coastal and high altitude stations in Kerala V Sasi Kumar, S Sampath, P V S S K Vinayak and R Harikumar Atmospheric Sciences Division, Centre for Earth Science Studies,

More information

Where does precipitation water come from?

Where does precipitation water come from? Chapter II Climate and Meteorology Where does precipitation water come from? Introduction The source of water vapor existing over Mongolia has been considered to consist of evapotranspiration at several

More information

Charles Jones ICESS University of California, Santa Barbara CA Outline

Charles Jones ICESS University of California, Santa Barbara CA Outline The Influence of Tropical Variations on Wintertime Precipitation in California: Pineapple express, Extreme rainfall Events and Long-range Statistical Forecasts Charles Jones ICESS University of California,

More information

Evaluation of Satellite Precipitation Products over the Central of Vietnam

Evaluation of Satellite Precipitation Products over the Central of Vietnam Evaluation of Satellite Precipitation Products over the Central of Vietnam Long Trinh-Tuan (1), Jun Matsumoto (1,2), Thanh Ngo-Duc (3) (1) Department of Geography, Tokyo Metropolitan University, Japan.

More information

Analysis of variability and trends of extreme rainfall events over India using 104 years of gridded daily rainfall data

Analysis of variability and trends of extreme rainfall events over India using 104 years of gridded daily rainfall data Click Here for Full Article GEOPHYSICAL RESEARCH LETTERS, VOL. 35, L18707, doi:10.1029/2008gl035143, 2008 Analysis of variability and trends of extreme rainfall events over India using 104 years of gridded

More information

INFLUENCE OF LARGE-SCALE ATMOSPHERIC MOISTURE FLUXES ON THE INTERANNUAL TO MULTIDECADAL RAINFALL VARIABILITY OF THE WEST AFRICAN MONSOON

INFLUENCE OF LARGE-SCALE ATMOSPHERIC MOISTURE FLUXES ON THE INTERANNUAL TO MULTIDECADAL RAINFALL VARIABILITY OF THE WEST AFRICAN MONSOON 3C.4 INFLUENCE OF LARGE-SCALE ATMOSPHERIC MOISTURE FLUXES ON THE INTERANNUAL TO MULTIDECADAL RAINFALL VARIABILITY OF THE WEST AFRICAN MONSOON Andreas H. Fink*, and Sonja Eikenberg University of Cologne,

More information

Seasonal Climate Watch July to November 2018

Seasonal Climate Watch July to November 2018 Seasonal Climate Watch July to November 2018 Date issued: Jun 25, 2018 1. Overview The El Niño-Southern Oscillation (ENSO) is now in a neutral phase and is expected to rise towards an El Niño phase through

More information

Investigate the influence of the Amazon rainfall on westerly wind anomalies and the 2002 Atlantic Nino using QuikScat, Altimeter and TRMM data

Investigate the influence of the Amazon rainfall on westerly wind anomalies and the 2002 Atlantic Nino using QuikScat, Altimeter and TRMM data Investigate the influence of the Amazon rainfall on westerly wind anomalies and the 2002 Atlantic Nino using QuikScat, Altimeter and TRMM data Rong Fu 1, Mike Young 1, Hui Wang 2, Weiqing Han 3 1 School

More information

APPENDIX G-7 METEROLOGICAL DATA

APPENDIX G-7 METEROLOGICAL DATA APPENDIX G-7 METEROLOGICAL DATA METEOROLOGICAL DATA FOR AIR AND NOISE SAMPLING DAYS AT MMR Monthly Normals and Extremes for Honolulu International Airport Table G7-1 MMR RAWS Station Hourly Data Tables

More information

Chapter-4 Analysis on Rainfall Variability and Distribution

Chapter-4 Analysis on Rainfall Variability and Distribution 4.1 Introduction Chapter-4 Analysis on ainfall Variability and Distribution The distribution pattern of rainfall in the state of Gujarat is most uneven and varies considerably from year to year and region

More information

NOTES AND CORRESPONDENCE. A Pronounced Continental-Scale Diurnal Mode of the Asian Summer Monsoon

NOTES AND CORRESPONDENCE. A Pronounced Continental-Scale Diurnal Mode of the Asian Summer Monsoon 462 MONTHLY WEATHER REVIEW VOLUME 128 NOTES AND CORRESPONDENCE A Pronounced Continental-Scale Diurnal Mode of the Asian Summer Monsoon T. N. KRISHNAMURTI AND C. M. KISHTAWAL Department of Meteorology,

More information

NOTES AND CORRESPONDENCE A Quasi-Stationary Appearance of 30 to 40 Day Period in the Cloudiness Fluctuations during the Summer Monsoon over India

NOTES AND CORRESPONDENCE A Quasi-Stationary Appearance of 30 to 40 Day Period in the Cloudiness Fluctuations during the Summer Monsoon over India June 1980 T. Yasunari 225 NOTES AND CORRESPONDENCE A Quasi-Stationary Appearance of 30 to 40 Day Period in the Cloudiness Fluctuations during the Summer Monsoon over India By Tetsuzo Yasunari The Center

More information

July, International SWAT Conference & Workshops

July, International SWAT Conference & Workshops July, 212 212 International SWAT Conference & Workshops Hydrological Modelling of Kosi and Gandak Basins using SWAT Model S. Dutta, Pritam Biswas, Sangita Devi, Suresh A Karth and Bimlesh kumar, Ganga

More information

MPACT OF EL-NINO ON SUMMER MONSOON RAINFALL OF PAKISTAN

MPACT OF EL-NINO ON SUMMER MONSOON RAINFALL OF PAKISTAN MPACT OF EL-NINO ON SUMMER MONSOON RAINFALL OF PAKISTAN Abdul Rashid 1 Abstract: El-Nino is the dominant mod of inter- annual climate variability on a planetary scale. Its impact is associated worldwide

More information

Meta-heuristic ant colony optimization technique to forecast the amount of summer monsoon rainfall: skill comparison with Markov chain model

Meta-heuristic ant colony optimization technique to forecast the amount of summer monsoon rainfall: skill comparison with Markov chain model Meta-heuristic ant colony optimization technique to forecast the amount of summer monsoon rainfall: skill comparison with Markov chain model Presented by Sayantika Goswami 1 Introduction Indian summer

More information

Background to observing system assessment for the Indian Ocean

Background to observing system assessment for the Indian Ocean Background to observing system assessment for the Indian Ocean Indian Ocean Modeling Workshop IPRC, Honolulu, November 2004 Gary Meyers Unique geography and physics (a unique heat engine) Unique social,

More information

The Influence of Solar Activity on the Rainfall over India: Cycle-to-Cycle Variations

The Influence of Solar Activity on the Rainfall over India: Cycle-to-Cycle Variations J. Astrophys. Astr. (2006) 27, 367 372 The Influence of Solar Activity on the Rainfall over India: Cycle-to-Cycle Variations K. M. Hiremath Indian Institute of Astrophysics, Bangalore 560 034, India. e-mail:

More information

Chapter 2 Drought Hazard in Bihar

Chapter 2 Drought Hazard in Bihar Chapter 2 Drought Hazard in Bihar 2.1 Introduction Drought occurs when a region faces a deficiency in its water supply either surface or underground for an extended period of months or years, due to consistent

More information

variation analysis of Vattamalaikarai sub basin, Tamil Nadu, India.

variation analysis of Vattamalaikarai sub basin, Tamil Nadu, India. A Study on the Rainfall Changes of Orathanadu Taluk Thanjavur District Tamil Nadu Using GIS P. Sujatha 1, Dr. R Baskaran 2 1 Research Scholar, Department of Industries and Earth Sciences, Tamil University,

More information

Activity 2.2: Recognizing Change (Observation vs. Inference)

Activity 2.2: Recognizing Change (Observation vs. Inference) Activity 2.2: Recognizing Change (Observation vs. Inference) Teacher Notes: Evidence for Climate Change PowerPoint Slide 1 Slide 2 Introduction Image 1 (Namib Desert, Namibia) The sun is on the horizon

More information

Tropical Meteorology. Roger K. Smith INDO IR

Tropical Meteorology. Roger K. Smith INDO IR Tropical Meteorology Roger K. Smith INDO IR 01010510 1 GMS IR 01022621 GOES IR 00112909 2 Introduction to the tropics The zonal mean circulation (Hadley circulation) The data network in the tropics (field

More information

M. Mohapatra and D. R. Pattanaik

M. Mohapatra and D. R. Pattanaik Understanding and forecasting of intra-seasonal extremes of southwest monsoon circulation and precipitation over India M. Mohapatra and D. R. Pattanaik IMD, New Delhi Email : m.mohapatra@imd.gov.in Annual

More information

Large scale features and assessment of spatial scale correspondence between TMPA and IMD rainfall datasets over Indian landmass

Large scale features and assessment of spatial scale correspondence between TMPA and IMD rainfall datasets over Indian landmass Large scale features and assessment of spatial scale correspondence between TMPA and IMD rainfall datasets over Indian landmass RUma 1, T V Lakshmi Kumar 1, M S Narayanan 1,, M Rajeevan 2, Jyoti Bhate

More information

Rainfall is the major source of water for

Rainfall is the major source of water for RESEARCH PAPER: Assessment of occurrence and frequency of drought using rainfall data in Coimbatore, India M. MANIKANDAN AND D.TAMILMANI Asian Journal of Environmental Science December, 2011 Vol. 6 Issue

More information

Statistical Analysis of Temperature and Rainfall Trend in Raipur District of Chhattisgarh

Statistical Analysis of Temperature and Rainfall Trend in Raipur District of Chhattisgarh Current World Environment Vol. 10(1), 305-312 (2015) Statistical Analysis of Temperature and Rainfall Trend in Raipur District of Chhattisgarh R. Khavse*, R. Deshmukh, N. Manikandan, J. L Chaudhary and

More information

Uncertainty in the SWAT Model Simulations due to Different Spatial Resolution of Gridded Precipitation Data

Uncertainty in the SWAT Model Simulations due to Different Spatial Resolution of Gridded Precipitation Data Uncertainty in the SWAT Model Simulations due to Different Spatial Resolution of Gridded Precipitation Data Vamsi Krishna Vema 1, Jobin Thomas 2, Jayaprathiga Mahalingam 1, P. Athira 4, Cicily Kurian 1,

More information

An objective criterion for the identification of breaks in Indian summer monsoon rainfall

An objective criterion for the identification of breaks in Indian summer monsoon rainfall ATMOSPHERIC SCIENCE LETTERS Atmos. Sci. Let. 16: 193 198 (2015) Published online 12 September 2014 in Wiley Online Library (wileyonlinelibrary.com) DOI: 10.1002/asl2.536 An objective criterion for the

More information

Life Science Archives (LSA)

Life Science Archives (LSA) Available online at www.jpsscientificpublications.com Life Science Archives (LSA) ISSN: 2454-1354 Volume 2; Issue - 3; Year 2016; Page: 579 585 DOI: 10.21276/lsa.2016.2.3.9 Research Article ANALYSIS OF

More information

Assessment of Meteorological Drought- A Case Study of Solapur District, Maharashtra, India

Assessment of Meteorological Drought- A Case Study of Solapur District, Maharashtra, India Original Article Assessment of Meteorological Drought- A Case Study of Solapur District, Maharashtra, India Rajpoot Pushpendra Singh* 1 and Kumar Ajay 2 1 Research Scholar, Department of Physical Science,

More information

Moist static energy budget diagnostics for. monsoon research. H. Annamalai

Moist static energy budget diagnostics for. monsoon research. H. Annamalai Moist static energy budget diagnostics for monsoon research H. Annamalai JJAS Precipitation and SST Climatology I III II Multiple regional heat sources - EIO and SPCZ still experience high precipitation

More information

Analysis of Meteorological drought condition for Bijapur region in the lower Bhima basin, India

Analysis of Meteorological drought condition for Bijapur region in the lower Bhima basin, India Analysis of Meteorological drought condition for Bijapur region in the lower Bhima basin, India Mamatha.K PG Student Department of WLM branch VTU, Belagavi Dr. Nagaraj Patil Professor and Head of the Department

More information

Inter comparison of wave height observations from buoy and altimeter with numerical prediction

Inter comparison of wave height observations from buoy and altimeter with numerical prediction Indian Journal of Geo-Marine Sciences Vol. 43(7), July 2014, pp. 1347-1351 Inter comparison of wave height observations from buoy and altimeter with numerical prediction S. A. Sannasiraj 1*, M. Kalyani

More information

WINTER-SASCOF-1 Current Prediction System/Verification- Maldives

WINTER-SASCOF-1 Current Prediction System/Verification- Maldives WINTER-SASCOF-1 Current Prediction System/Verification- Maldives Zahid Deputy Director General Climatology Maldives Meteorological Service zahid@met.gov.mv; zahidhameed@gmail.com Chennai, India, 14-16

More information

Thai Meteorological Department, Ministry of Digital Economy and Society

Thai Meteorological Department, Ministry of Digital Economy and Society Thai Meteorological Department, Ministry of Digital Economy and Society Three-month Climate Outlook For November 2017 January 2018 Issued on 31 October 2017 -----------------------------------------------------------------------------------------------------------------------------

More information

Rainfall variation and frequency analysis study in Dharmapuri district, India

Rainfall variation and frequency analysis study in Dharmapuri district, India Indian Journal of Geo Marine Sciences Vol. 45 (11), November 216, pp. 156-1565 Rainfall variation and frequency analysis study in Dharmapuri district, India V. Rajendran 1*, R. Venkatasubramani 2 & G.

More information

ESTIMATING SNOWMELT CONTRIBUTION FROM THE GANGOTRI GLACIER CATCHMENT INTO THE BHAGIRATHI RIVER, INDIA ABSTRACT INTRODUCTION

ESTIMATING SNOWMELT CONTRIBUTION FROM THE GANGOTRI GLACIER CATCHMENT INTO THE BHAGIRATHI RIVER, INDIA ABSTRACT INTRODUCTION ESTIMATING SNOWMELT CONTRIBUTION FROM THE GANGOTRI GLACIER CATCHMENT INTO THE BHAGIRATHI RIVER, INDIA Rodney M. Chai 1, Leigh A. Stearns 2, C. J. van der Veen 1 ABSTRACT The Bhagirathi River emerges from

More information

JOURNAL OF INTERNATIONAL ACADEMIC RESEARCH FOR MULTIDISCIPLINARY Impact Factor 1.393, ISSN: , Volume 2, Issue 4, May 2014

JOURNAL OF INTERNATIONAL ACADEMIC RESEARCH FOR MULTIDISCIPLINARY Impact Factor 1.393, ISSN: , Volume 2, Issue 4, May 2014 Impact Factor 1.393, ISSN: 3583, Volume, Issue 4, May 14 A STUDY OF INVERSIONS AND ISOTHERMALS OF AIR POLLUTION DISPERSION DR.V.LAKSHMANARAO DR. K. SAI LAKSHMI P. SATISH Assistant Professor(c), Dept. of

More information

Multivariate time-series forecasting of the NE Arabian Sea Oil Sardine fishery using satellite covariates

Multivariate time-series forecasting of the NE Arabian Sea Oil Sardine fishery using satellite covariates Multivariate time-series forecasting of the NE Arabian Sea Oil Sardine fishery using satellite covariates Eli Holmes 1, Nimit Kumar 2, Sourav Maity 2, B.R Smitha 3, Sherine Cubelio 3, Cara Wilson 4, Narayanane

More information