Optical Properties of Cirrus Clouds from Satellite Imagery and Radiative Transfer Calculations

Size: px
Start display at page:

Download "Optical Properties of Cirrus Clouds from Satellite Imagery and Radiative Transfer Calculations"

Transcription

1 Optical Properties of Cirrus Clouds from Satellite Imagery and Radiative Transfer Calculations by Robert S. Stone and Graeme L. Stephens Department of Atmospheric Science Colorado State University Fort Collins, Colorado

2 OPTICAL PROPERTIES OF CIRRUS CLOUDS FROM SATELLITE IMAGERY AND RADIATIVE TRANSFER CALCULATIONS by Robert S. Stone and Graeme L. Stephens Research supported by NSF Grant ATM Principal Investigator: Graeme 1. Stephens Department of Atmospheric Science Colorado State University Ft. Collins, CO December 1987 Atmospheric Science Paper No. 425

3 ABSTRACT In this study, differences between narrowband near infrared (NIR) and infrared (IR) brightness temperatures are related to cloud optical depth providing a theoretical basis for determining cirrus optical properties from combined satellite images. A simple monochromatic radiative transfer model is developed and utilized to simulate the upwelling radiation field as a function of cloud optical depth for five hypothetical clouds characterized by different particle size distributions, volume densities and temperatures. For simplicity., irregular shaped ice crystals are approximated by equivalent spheres. The radiative properties for each model cloud are calculated at the appropriate wavelengths employing a Mie algorithm and the results compiled into tables. Two case studies are presented to demonstrate the potential of the spectral differencing method. The first involves correlation of bispectral satellite imagery (from the NOAA-9 AVHRR) and ground-based lidar and radiometric (LIRAD) measurements. Validation of the method is accomplished by collating lidar returns with aerological data in order to deduce the physical characteristics of the cirrus layer. In the second case, only bispectral data from the GOES-6 VAS radiometer and rawinsonde data are used. In each case, comparative analysis of satellite derived and simulated cloud brightness temperature differences (NIR-IR) as a function of cloud optical depth are used to select the model cloud which best represents the observed cloud. The radiative properties of the cloud are then assumed to be those listed in the tables for the selected model. Results from the latter study are used to produce a contour map of cirrus cloud optical depth to further illustrate the value of using the spectral differencing method for studying cirrus. This study represents a first step in the development of an objective technique for determining cirrus cloud optical properties. In light of the encouraging results presented in this paper~, recommendations are made to further validate and refine this technique through intercomparisons of in situ and remotely sensed measurements and the use of more radiative transfer models.

4 ACKNOWLEDGEMENTS We wish to acknowledge various people who have contributed in different ways to this research. In the early stages, Alan Lipton and Duane Whitcomb helped one of us (R.S.S.) with the operation of the CSU ground station and assisted in the collection and processing of the GOES imagery used in this study. Nan McClurg assisted with the CSU interactive research imaging system (IRIS). Dr. Garrett Campbell provided software support as did Chi Fan Shih, Dr. Steven Ackerman, Kelly Dean and Bill Davis. BiU Davis also helped to produce photographs from the digital GOES images which are included in this paper. We are particularly grateful to Dr. Martin Platt for supplying data and results from his Aspendale Cirrus Experiments conducted in Australia. Access to Dr. Warren Wiscombe's Mie algorithm on the NCAR CRAY X-MP was of great value in formulating the theoretical basis for this study. We also wish to thank Dr. Don Hillger and Dr. Stan Kidder for their fruitful suggestions which paved the way to meaningful comparisons between satellite and ground-based radiance measurements. We also appreciate the efforts of Susan Lini who helped prepare the manuscript. This research was supported by NSF grant ATM The support of Dr. Tom Vonder Haar is also gratefully acknowledged under grant NA-85RAH ii

5

6

7

8

9

10

11

12

13

14

15

16

17

18

19

20

21

22

23

24

25

26

27

28

29

30

31

32

33

34

35

36

37

38

39

40

41

42

43

44

45

46

47

48

49

50

51

52

53

54

55

56

57

58

59

60

61

62

63

64

65

66

67

68

69

70

71

72

73

74

75

76

77

78

79

80

81

82

83

84

85

86

87

88

89

90

91

92

93

94

95

96

97

98

99

100

101

102

103

104

105

106

107

108

109

110

111

112

113

114

115

116

117

118

119

120

121

122

123

Cathryn Fox, Juliet Pickering Jon Murray, Alan Last.

Cathryn Fox, Juliet Pickering Jon Murray, Alan Last. Cathryn Fox, Juliet Pickering Jon Murray, Alan Last c.fox11@imperial.ac.uk Campaign overview Cirrus Coupled Cloud-Radiation Experiment Aims: to understand the link between cirrus microphysical properties

More information

Principles of Radiative Transfer Principles of Remote Sensing. Marianne König EUMETSAT

Principles of Radiative Transfer Principles of Remote Sensing. Marianne König EUMETSAT - Principles of Radiative Transfer Principles of Remote Sensing Marianne König EUMETSAT marianne.koenig@eumetsat.int Remote Sensing All measurement processes which perform observations/measurements of

More information

Using the CRTM and GOES Observations to Improve Model Microphysics

Using the CRTM and GOES Observations to Improve Model Microphysics Using the CRTM and GOES Observations to Improve Model Microphysics Dan Lindsey NOAA Center for Satellite Applications and Research, CIRA, Ft. Collins, CO Louie Grasso, Yoo-Jeong Noh, Steve Miller, Curtis

More information

Solar/IR Forward Modeling in Direct Cloud-Affected Radiance Assimilation: Status and Prospects

Solar/IR Forward Modeling in Direct Cloud-Affected Radiance Assimilation: Status and Prospects Solar/IR Forward Modeling in Direct Cloud-Affected Radiance Assimilation: Status and Prospects Tom Greenwald CIMSS, University of Wisconsin With contributions from Yong-Keun Lee and Justin Sieglaff Content

More information

MOISTURE PROFILE RETRIEVALS FROM SATELLITE MICROWAVE SOUNDERS FOR WEATHER ANALYSIS OVER LAND AND OCEAN

MOISTURE PROFILE RETRIEVALS FROM SATELLITE MICROWAVE SOUNDERS FOR WEATHER ANALYSIS OVER LAND AND OCEAN MOISTURE PROFILE RETRIEVALS FROM SATELLITE MICROWAVE SOUNDERS FOR WEATHER ANALYSIS OVER LAND AND OCEAN John M. Forsythe, Stanley Q. Kidder, Andrew S. Jones and Thomas H. Vonder Haar Cooperative Institute

More information

Atmospheric Profiles Over Land and Ocean from AMSU

Atmospheric Profiles Over Land and Ocean from AMSU P1.18 Atmospheric Profiles Over Land and Ocean from AMSU John M. Forsythe, Kevin M. Donofrio, Ron W. Kessler, Andrew S. Jones, Cynthia L. Combs, Phil Shott and Thomas H. Vonder Haar DoD Center for Geosciences

More information

An Overview of the Radiation Budget in the Lower Atmosphere

An Overview of the Radiation Budget in the Lower Atmosphere An Overview of the Radiation Budget in the Lower Atmosphere atmospheric extinction irradiance at surface P. Pilewskie 300 University of Colorado Laboratory for Atmospheric and Space Physics Department

More information

Characterization of Atmospheric Mineral Dust from Radiometric and Polarimetric Remote Sensing

Characterization of Atmospheric Mineral Dust from Radiometric and Polarimetric Remote Sensing Characterization of Atmospheric Mineral Dust from Radiometric and Polarimetric Remote Sensing PI: Dr. Irina N. Sokolik School of Earth and Atmospheric Sciences Georgia Institute of Technology 311 Ferst

More information

Journal of the Meteorological Society of Japan, Vol. 75, No. 1, pp , Day-to-Night Cloudiness Change of Cloud Types Inferred from

Journal of the Meteorological Society of Japan, Vol. 75, No. 1, pp , Day-to-Night Cloudiness Change of Cloud Types Inferred from Journal of the Meteorological Society of Japan, Vol. 75, No. 1, pp. 59-66, 1997 59 Day-to-Night Cloudiness Change of Cloud Types Inferred from Split Window Measurements aboard NOAA Polar-Orbiting Satellites

More information

Solar/IR Forward Modeling in Direct Cloud-Affected Radiance Assimilation: Status and Prospects

Solar/IR Forward Modeling in Direct Cloud-Affected Radiance Assimilation: Status and Prospects Solar/IR Forward Modeling in Direct Cloud-Affected Radiance Assimilation: Status and Prospects Tom Greenwald Cooperative Institute for Meteorological Satellite Studies, University of Wisconsin Madison,

More information

Study of the Influence of Thin Cirrus Clouds on Satellite Radiances Using Raman Lidar and GOES Data

Study of the Influence of Thin Cirrus Clouds on Satellite Radiances Using Raman Lidar and GOES Data Study of the Influence of Thin Cirrus Clouds on Satellite Radiances Using Raman Lidar and GOES Data D. N. Whiteman, D. O C. Starr, and G. Schwemmer National Aeronautics and Space Administration Goddard

More information

F O U N D A T I O N A L C O U R S E

F O U N D A T I O N A L C O U R S E F O U N D A T I O N A L C O U R S E December 6, 2018 Satellite Foundational Course for JPSS (SatFC-J) F O U N D A T I O N A L C O U R S E Introduction to Microwave Remote Sensing (with a focus on passive

More information

Remote sensing of ice clouds

Remote sensing of ice clouds Remote sensing of ice clouds Carlos Jimenez LERMA, Observatoire de Paris, France GDR microondes, Paris, 09/09/2008 Outline : ice clouds and the climate system : VIS-NIR, IR, mm/sub-mm, active 3. Observing

More information

P6.7 View angle dependence of cloudiness and the trend in ISCCP cloudiness. G.G. Campbell CIRA CSU Ft. Collins CO, USA

P6.7 View angle dependence of cloudiness and the trend in ISCCP cloudiness. G.G. Campbell CIRA CSU Ft. Collins CO, USA P6.7 View angle dependence of cloudiness and the trend in ISCCP cloudiness G.G. Campbell CIRA CSU Ft. Collins CO, USA Campbell@cira.colostate.edu The International Satellite Cloud Climatology Project cloud

More information

Chapter 4 Nadir looking UV measurement. Part-I: Theory and algorithm

Chapter 4 Nadir looking UV measurement. Part-I: Theory and algorithm Chapter 4 Nadir looking UV measurement. Part-I: Theory and algorithm -Aerosol and tropospheric ozone retrieval method using continuous UV spectra- Atmospheric composition measurements from satellites are

More information

Microphysical Properties of Single and Mixed-Phase Arctic Clouds Derived From Ground-Based AERI Observations

Microphysical Properties of Single and Mixed-Phase Arctic Clouds Derived From Ground-Based AERI Observations Microphysical Properties of Single and Mixed-Phase Arctic Clouds Derived From Ground-Based AERI Observations Dave Turner University of Wisconsin-Madison Pacific Northwest National Laboratory 8 May 2003

More information

Meteorological Satellite Image Interpretations, Part III. Acknowledgement: Dr. S. Kidder at Colorado State Univ.

Meteorological Satellite Image Interpretations, Part III. Acknowledgement: Dr. S. Kidder at Colorado State Univ. Meteorological Satellite Image Interpretations, Part III Acknowledgement: Dr. S. Kidder at Colorado State Univ. Dates EAS417 Topics Jan 30 Introduction & Matlab tutorial Feb 1 Satellite orbits & navigation

More information

Lecture 4b: Meteorological Satellites and Instruments. Acknowledgement: Dr. S. Kidder at Colorado State Univ.

Lecture 4b: Meteorological Satellites and Instruments. Acknowledgement: Dr. S. Kidder at Colorado State Univ. Lecture 4b: Meteorological Satellites and Instruments Acknowledgement: Dr. S. Kidder at Colorado State Univ. US Geostationary satellites - GOES (Geostationary Operational Environmental Satellites) US

More information

Land Surface Temperature Measurements From the Split Window Channels of the NOAA 7 Advanced Very High Resolution Radiometer John C.

Land Surface Temperature Measurements From the Split Window Channels of the NOAA 7 Advanced Very High Resolution Radiometer John C. Land Surface Temperature Measurements From the Split Window Channels of the NOAA 7 Advanced Very High Resolution Radiometer John C. Price Published in the Journal of Geophysical Research, 1984 Presented

More information

An Annual Cycle of Arctic Cloud Microphysics

An Annual Cycle of Arctic Cloud Microphysics An Annual Cycle of Arctic Cloud Microphysics M. D. Shupe Science and Technology Corporation National Oceanic and Atmospheric Administration Environmental Technology Laboratory Boulder, Colorado T. Uttal

More information

Retrieving cloud top structure from infrared satellite data

Retrieving cloud top structure from infrared satellite data Retrieving cloud top structure from infrared satellite data Richard M van Hees, and Jos Lelieveld Institute for Marine and Atmospheric Research Utrecht, Utrecht, Netherlands Abstract A new retrieval method

More information

Cloud Microphysical and Radiative Properties Derived from MODIS, VIRS, AVHRR, and GMS Data Over the Tropical Western Pacific

Cloud Microphysical and Radiative Properties Derived from MODIS, VIRS, AVHRR, and GMS Data Over the Tropical Western Pacific Cloud Microphysical and Radiative Properties Derived from MODIS, VIRS, AVHRR, and GMS Data Over the Tropical Western Pacific G. D. Nowicki, M. L. Nordeen, P. W. Heck, D. R. Doelling, and M. M. Khaiyer

More information

P3.24 EVALUATION OF MODERATE-RESOLUTION IMAGING SPECTRORADIOMETER (MODIS) SHORTWAVE INFRARED BANDS FOR OPTIMUM NIGHTTIME FOG DETECTION

P3.24 EVALUATION OF MODERATE-RESOLUTION IMAGING SPECTRORADIOMETER (MODIS) SHORTWAVE INFRARED BANDS FOR OPTIMUM NIGHTTIME FOG DETECTION P3.24 EVALUATION OF MODERATE-RESOLUTION IMAGING SPECTRORADIOMETER (MODIS) SHORTWAVE INFRARED BANDS FOR OPTIMUM NIGHTTIME FOG DETECTION 1. INTRODUCTION Gary P. Ellrod * NOAA/NESDIS/ORA Camp Springs, MD

More information

GMES: calibration of remote sensing datasets

GMES: calibration of remote sensing datasets GMES: calibration of remote sensing datasets Jeremy Morley Dept. Geomatic Engineering jmorley@ge.ucl.ac.uk December 2006 Outline Role of calibration & validation in remote sensing Types of calibration

More information

RADIOMETER-BASED ESTIMATION OF THE ATMOSPHERIC OPTICAL THICKNESS

RADIOMETER-BASED ESTIMATION OF THE ATMOSPHERIC OPTICAL THICKNESS RADIOMETER-BASED ESTIMATION OF THE ATMOSPHERIC OPTICAL THICKNESS Vassilia Karathanassi (), Demetrius Rokos (),Vassilios Andronis (), Alex Papayannis () () Laboratory of Remote Sensing, School of Rural

More information

A comparison of cloud top heights computed from airborne lidar and MAS radiance data using CO 2 slicing

A comparison of cloud top heights computed from airborne lidar and MAS radiance data using CO 2 slicing JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 104, NO. D20, PAGES 24,547 24,555, OCTOBER 27, 1999 A comparison of cloud top heights computed from airborne lidar and MAS radiance data using CO 2 slicing Richard

More information

Lecture 19: Operational Remote Sensing in Visible, IR, and Microwave Channels

Lecture 19: Operational Remote Sensing in Visible, IR, and Microwave Channels MET 4994 Remote Sensing: Radar and Satellite Meteorology MET 5994 Remote Sensing in Meteorology Lecture 19: Operational Remote Sensing in Visible, IR, and Microwave Channels Before you use data from any

More information

LARGE-SCALE WRF-SIMULATED PROXY ATMOSPHERIC PROFILE DATASETS USED TO SUPPORT GOES-R RESEARCH ACTIVITIES

LARGE-SCALE WRF-SIMULATED PROXY ATMOSPHERIC PROFILE DATASETS USED TO SUPPORT GOES-R RESEARCH ACTIVITIES LARGE-SCALE WRF-SIMULATED PROXY ATMOSPHERIC PROFILE DATASETS USED TO SUPPORT GOES-R RESEARCH ACTIVITIES Jason Otkin, Hung-Lung Huang, Tom Greenwald, Erik Olson, and Justin Sieglaff Cooperative Institute

More information

REMOTE SENSING OF THE ATMOSPHERE AND OCEANS

REMOTE SENSING OF THE ATMOSPHERE AND OCEANS EAS 6145 SPRING 2007 REMOTE SENSING OF THE ATMOSPHERE AND OCEANS Instructor: Prof. Irina N. Sokolik office 2258, phone 404-894-6180 isokolik@eas.gatech.edu Meeting Time: Mondays: 3:05-4:25 PM Wednesdays:

More information

(1) AEMET (Spanish State Meteorological Agency), Demóstenes 4, Málaga, Spain ABSTRACT

(1) AEMET (Spanish State Meteorological Agency), Demóstenes 4, Málaga, Spain ABSTRACT COMPARISON OF GROUND BASED GLOBAL RADIATION MEASUREMENTS FROM AEMET RADIATION NETWORK WITH SIS (SURFACE INCOMING SHORTWAVE RADIATION) FROM CLIMATE MONITORING-SAF Juanma Sancho1, M. Carmen Sánchez de Cos1,

More information

MSG system over view

MSG system over view MSG system over view 1 Introduction METEOSAT SECOND GENERATION Overview 2 MSG Missions and Services 3 The SEVIRI Instrument 4 The MSG Ground Segment 5 SAF Network 6 Conclusions METEOSAT SECOND GENERATION

More information

GEOMETRIC CLOUD HEIGHTS FROM METEOSAT AND AVHRR. G. Garrett Campbell 1 and Kenneth Holmlund 2

GEOMETRIC CLOUD HEIGHTS FROM METEOSAT AND AVHRR. G. Garrett Campbell 1 and Kenneth Holmlund 2 GEOMETRIC CLOUD HEIGHTS FROM METEOSAT AND AVHRR G. Garrett Campbell 1 and Kenneth Holmlund 2 1 Cooperative Institute for Research in the Atmosphere Colorado State University 2 EUMETSAT ABSTRACT Geometric

More information

Preface to the Second Edition. Preface to the First Edition

Preface to the Second Edition. Preface to the First Edition Contents Preface to the Second Edition Preface to the First Edition iii v 1 Introduction 1 1.1 Relevance for Climate and Weather........... 1 1.1.1 Solar Radiation.................. 2 1.1.2 Thermal Infrared

More information

Modeling of Submillimeter Passive Remote Sensing of Cirrus Clouds

Modeling of Submillimeter Passive Remote Sensing of Cirrus Clouds 14 JOURNAL OF APPLIED METEOROLOGY VOLUME 37 Modeling of Submillimeter Passive Remote Sensing of Cirrus Clouds K. FRANKLIN EVANS Program in Atmospheric and Oceanic Sciences, University of Colorado, Boulder,

More information

What are Aerosols? Suspension of very small solid particles or liquid droplets Radii typically in the range of 10nm to

What are Aerosols? Suspension of very small solid particles or liquid droplets Radii typically in the range of 10nm to What are Aerosols? Suspension of very small solid particles or liquid droplets Radii typically in the range of 10nm to 10µm Concentrations decrease exponentially with height N(z) = N(0)exp(-z/H) Long-lived

More information

GOES Climatology and Analysis of Thunderstorms with Enhanced 3.9- m Reflectivity

GOES Climatology and Analysis of Thunderstorms with Enhanced 3.9- m Reflectivity 2342 M O N T H L Y W E A T H E R R E V I E W VOLUME 134 GOES Climatology and Analysis of Thunderstorms with Enhanced 3.9- m Reflectivity DANIEL T. LINDSEY AND DONALD W. HILLGER NOAA/NESDIS/ORA/RAMMB, Fort

More information

Modeling Optical Properties of Martian Dust Using Mie Theory

Modeling Optical Properties of Martian Dust Using Mie Theory Modeling Optical Properties of Martian Dust Using Mie Theory Attila Elteto ATOC 5235: Remote Sensing of the Atmosphere and Oceans Spring, 2003 1. Introduction The Mie-Debye theory is a simple method for

More information

Lectures 7 and 8: 14, 16 Oct Sea Surface Temperature

Lectures 7 and 8: 14, 16 Oct Sea Surface Temperature Lectures 7 and 8: 14, 16 Oct 2008 Sea Surface Temperature References: Martin, S., 2004, An Introduction to Ocean Remote Sensing, Cambridge University Press, 454 pp. Chapter 7. Robinson, I. S., 2004, Measuring

More information

Validating Model Clouds and Their Optical Properties Using Geostationary Satellite Imagery

Validating Model Clouds and Their Optical Properties Using Geostationary Satellite Imagery 2006 MONTHLY WEATHER REVIEW Validating Model Clouds and Their Optical Properties Using Geostationary Satellite Imagery ZHIAN SUN AND LAWRIE RIKUS Bureau of Meteorology Research Centre, Melbourne, Victoria,

More information

Observations and modeling of ice cloud shortwave spectral albedo during the Tropical Composition, Cloud and Climate Coupling Experiment (TC 4 )

Observations and modeling of ice cloud shortwave spectral albedo during the Tropical Composition, Cloud and Climate Coupling Experiment (TC 4 ) JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 115,, doi:10.1029/2009jd013127, 2010 Observations and modeling of ice cloud shortwave spectral albedo during the Tropical Composition, Cloud and Climate Coupling Experiment

More information

Remote Sensing Based Inversion of Gap Fraction for Determination of Leaf Area Index. Alemu Gonsamo 1 and Petri Pellikka 1

Remote Sensing Based Inversion of Gap Fraction for Determination of Leaf Area Index. Alemu Gonsamo 1 and Petri Pellikka 1 Remote Sensing Based Inversion of Gap Fraction for Determination of Leaf Area Index Alemu Gonsamo and Petri Pellikka Department of Geography, University of Helsinki, P.O. Box, FIN- Helsinki, Finland; +-()--;

More information

Interannual Variations of Arctic Cloud Types:

Interannual Variations of Arctic Cloud Types: Interannual Variations of Arctic Cloud Types: Relationships with Sea Ice and Surface Temperature Ryan Eastman Stephen Warren University of Washington Department of Atmospheric Sciences Changes in Arctic

More information

Effect of cold clouds on satellite measurements near 183 GHz

Effect of cold clouds on satellite measurements near 183 GHz JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 107, NO. D13, 10.1029/2000JD000258, 2002 Effect of cold clouds on satellite measurements near 183 GHz Thomas J. Greenwald Cooperative Institute for Research in the

More information

LAND SURFACE TEMPERATURE VALIDATION WITH IN SITU MEASUREMENTS

LAND SURFACE TEMPERATURE VALIDATION WITH IN SITU MEASUREMENTS LAND SURFACE TEMPERATURE VALIDATION WITH IN SITU MEASUREMENTS Group 7 Juan Manuel González Cantero Irene Grimaret Rincón Alex Webb Advisor: Darren Ghent Research problem The project task is to design an

More information

Observational Needs for Polar Atmospheric Science

Observational Needs for Polar Atmospheric Science Observational Needs for Polar Atmospheric Science John J. Cassano University of Colorado with contributions from: Ed Eloranta, Matthew Lazzara, Julien Nicolas, Ola Persson, Matthew Shupe, and Von Walden

More information

Infrared Radiative Properties of the Antarctic Plateau from AVHRR Data. Part I: Effect of the Snow Surface

Infrared Radiative Properties of the Antarctic Plateau from AVHRR Data. Part I: Effect of the Snow Surface 350 JOURNAL OF APPLIED METEOROLOGY Infrared Radiative Properties of the Antarctic Plateau from AVHRR Data. Part I: Effect of the Snow Surface JOANNES BERQUE, DAN LUBIN, AND RICHARD C. J. SOMERVILLE Scripps

More information

6A.4 REFLECTIVE STORM TOPS: A SATELLITE METHOD FOR INFERRING THUNDERSTORM TOP MICROPHYSICAL STRUCTURE. Fort Collins, Colorado. Fort Collins, Colorado

6A.4 REFLECTIVE STORM TOPS: A SATELLITE METHOD FOR INFERRING THUNDERSTORM TOP MICROPHYSICAL STRUCTURE. Fort Collins, Colorado. Fort Collins, Colorado 6A.4 REFLECTIVE STORM TOPS: A SATELLITE METHOD FOR INFERRING THUNDERSTORM TOP MICROPHYSICAL STRUCTURE Daniel T. Lindsey 1* and Louie Grasso 2 1 NOAA/NESDIS/ORA/RAMMB Fort Collins, Colorado 2 Cooperative

More information

Satellite remote sensing of aerosols & clouds: An introduction

Satellite remote sensing of aerosols & clouds: An introduction Satellite remote sensing of aerosols & clouds: An introduction Jun Wang & Kelly Chance April 27, 2006 junwang@fas.harvard.edu Outline Principals in retrieval of aerosols Principals in retrieval of water

More information

Lecture 4: Meteorological Satellites and Instruments. Acknowledgement: Dr. S. Kidder at Colorado State Univ.

Lecture 4: Meteorological Satellites and Instruments. Acknowledgement: Dr. S. Kidder at Colorado State Univ. Lecture 4: Meteorological Satellites and Instruments Acknowledgement: Dr. S. Kidder at Colorado State Univ. Homework for the Spring Break: get some tangible, preliminary results for your final project.

More information

Overview of The CALIPSO Mission

Overview of The CALIPSO Mission Overview of The CALIPSO Mission Dave Winker NASA-LaRC LaRC,, PI Jacques Pelon IPSL/CNRS, co-pi Research Themes Improved understanding of the Earth s climate system is a primary goal of the Scientific Community

More information

Remote Sensing of Precipitation

Remote Sensing of Precipitation Lecture Notes Prepared by Prof. J. Francis Spring 2003 Remote Sensing of Precipitation Primary reference: Chapter 9 of KVH I. Motivation -- why do we need to measure precipitation with remote sensing instruments?

More information

Using Satellite Simulators to Diagnose Cloud-Processes in CMIP5 Models

Using Satellite Simulators to Diagnose Cloud-Processes in CMIP5 Models Using Satellite Simulators to Diagnose Cloud-Processes in CMIP5 Models Stephen A. Klein Program for Climate Model Diagnosis and Intercomparison / LLNL Alejandro Bodas-Salcedo & Mark Webb United Kingdom

More information

Colorado University d Harvard University e Texas A&M University 1. INTRODUCTION

Colorado University d Harvard University e Texas A&M University 1. INTRODUCTION P7.22 FORMULATION OF A SUITE OF RETRIEVAL ALGORITHMS FOR THE RETRIEVAL OF CIRRUS MICROPHYSICAL PROPERTIES USING RADAR, LIDAR AND RADIOMETER OBSERVATIONS APPLICABLE TO SATELLITE, AIRBORNE AND GROUND-BASED

More information

ATMOS 5140 Lecture 7 Chapter 6

ATMOS 5140 Lecture 7 Chapter 6 ATMOS 5140 Lecture 7 Chapter 6 Thermal Emission Blackbody Radiation Planck s Function Wien s Displacement Law Stefan-Bolzmann Law Emissivity Greybody Approximation Kirchhoff s Law Brightness Temperature

More information

Redacted for Privacy

Redacted for Privacy AN ABSTRACT OF THE THESIS OF Xijian Lin for the degree of Doctor of Philosophy in Atmospheric Sciences presented on April 23, 1996. Title: Properties of Semitransparent Upper-level Clouds Deduced from

More information

Aerosol Impact on Infrared METOC Data Assimilation

Aerosol Impact on Infrared METOC Data Assimilation DISTRIBUTION STATEMENT A. Approved for public release; distribution is unlimited. Aerosol Impact on Infrared METOC Data Assimilation Douglas L. Westphal Naval Research Laboratory 7 Grace Hopper Ave, Stop

More information

Fine atmospheric structure retrieved from IASI and AIRS under all weather conditions

Fine atmospheric structure retrieved from IASI and AIRS under all weather conditions Fine atmospheric structure retrieved from IASI and AIRS under all weather conditions Daniel K. Zhou 1, William L. Smith 2,3, Allen M. Larar 1, Xu Liu 1, Jonathan P. Taylor 4, Peter Schlüssel 5, L. Larrabee

More information

Summary Remote Sensing Seminar

Summary Remote Sensing Seminar Summary Remote Sensing Seminar Lectures at CREST Paul Menzel NOAA/NESDIS/ORA March 2006 Satellite remote sensing of the Earth-atmosphere Observations depend on telescope characteristics (resolving power,

More information

Radiative Climatology of the North Slope of Alaska and the Adjacent Arctic Ocean

Radiative Climatology of the North Slope of Alaska and the Adjacent Arctic Ocean Radiative Climatology of the North Slope of Alaska and the Adjacent Arctic Ocean C. Marty, R. Storvold, and X. Xiong Geophysical Institute University of Alaska Fairbanks, Alaska K. H. Stamnes Stevens Institute

More information

ESTIMATION OF ATMOSPHERIC COLUMN AND NEAR SURFACE WATER VAPOR CONTENT USING THE RADIANCE VALUES OF MODIS

ESTIMATION OF ATMOSPHERIC COLUMN AND NEAR SURFACE WATER VAPOR CONTENT USING THE RADIANCE VALUES OF MODIS ESTIMATION OF ATMOSPHERIC COLUMN AND NEAR SURFACE WATER VAPOR CONTENT USIN THE RADIANCE VALUES OF MODIS M. Moradizadeh a,, M. Momeni b, M.R. Saradjian a a Remote Sensing Division, Centre of Excellence

More information

Use of AVHRR-Derived Spectral Reflectances to Estimate Surface Albedo across the Southern Great Plains Cloud and Radiation Testbed (CART) Site

Use of AVHRR-Derived Spectral Reflectances to Estimate Surface Albedo across the Southern Great Plains Cloud and Radiation Testbed (CART) Site i Use of AVHRR-Derived Spectral Reflectances to Estimate Surface Albedo across the Southern Great Plains Cloud and Radiation Testbed (CART) Site J. Qiu and W. Gao Environmental Research Division Argonne

More information

RETRIEVAL OF OPTICAL AND MICROPHYSICAL PROPERTIES OF ICE CLOUDS USING ATMOSPHERIC RADIATION MEASUREMENT (ARM) DATA

RETRIEVAL OF OPTICAL AND MICROPHYSICAL PROPERTIES OF ICE CLOUDS USING ATMOSPHERIC RADIATION MEASUREMENT (ARM) DATA RETRIEVAL OF OPTICAL AND MICROPHYSICAL PROPERTIES OF ICE CLOUDS USING ATMOSPHERIC RADIATION MEASUREMENT (ARM) DATA A Thesis by JACQUELINE ANNE KINNEY Submitted to the Office of Graduate Studies of Texas

More information

Comparison of near-infrared and thermal infrared cloud phase detections

Comparison of near-infrared and thermal infrared cloud phase detections Click Here for Full Article JOURNAL OF GEOPHYSICAL RESEARCH, VOL. 111,, doi:10.1029/2006jd007140, 2006 Comparison of near-infrared and thermal infrared cloud phase detections Petr Chylek, 1 S. Robinson,

More information

Lecture Notes Prepared by Mike Foster Spring 2007

Lecture Notes Prepared by Mike Foster Spring 2007 Lecture Notes Prepared by Mike Foster Spring 2007 Solar Radiation Sources: K. N. Liou (2002) An Introduction to Atmospheric Radiation, Chapter 1, 2 S. Q. Kidder & T. H. Vander Haar (1995) Satellite Meteorology:

More information

Lecture 13. Applications of passive remote sensing: Remote sensing of precipitation and clouds.

Lecture 13. Applications of passive remote sensing: Remote sensing of precipitation and clouds. Lecture 13. Applications of passive remote sensing: Remote sensing of precipitation and clouds. 1. Classification of remote sensing techniques to measure precipitation. 2. Visible and infrared remote sensing

More information

Determination of atmospheric temperature, far- infrared hyperspectral measurements

Determination of atmospheric temperature, far- infrared hyperspectral measurements Determination of atmospheric temperature, water vapor, and heating rates from mid- and far- infrared hyperspectral measurements AGU Fall Meeting, Wednesday, December 12, 2007 GC34A 02 D.R. Feldman (Caltech);

More information

Physical Basics of Remote-Sensing with Satellites

Physical Basics of Remote-Sensing with Satellites - Physical Basics of Remote-Sensing with Satellites Dr. K. Dieter Klaes EUMETSAT Meteorological Division Am Kavalleriesand 31 D-64295 Darmstadt dieter.klaes@eumetsat.int Slide: 1 EUM/MET/VWG/09/0162 MET/DK

More information

Assimilation of Satellite Cloud and Precipitation Observations in NWP Models: Report of a Workshop

Assimilation of Satellite Cloud and Precipitation Observations in NWP Models: Report of a Workshop Assimilation of Satellite Cloud and Precipitation Observations in NWP Models: Report of a Workshop George Ohring and Fuzhong Weng Joint Center for Satellite Data Assimilation Ron Errico NASA/GSFC Global

More information

Identifying the regional thermal-ir radiative signature of mineral dust with MODIS

Identifying the regional thermal-ir radiative signature of mineral dust with MODIS GEOPHYSICAL RESEARCH LETTERS, VOL. 32, L16803, doi:10.1029/2005gl023092, 2005 Identifying the regional thermal-ir radiative signature of mineral dust with MODIS Anton Darmenov and Irina N. Sokolik School

More information

Atmospheric Measurements from Space

Atmospheric Measurements from Space Atmospheric Measurements from Space MPI Mainz Germany Thomas Wagner Satellite Group MPI Mainz Part 1: Basics Break Part 2: Applications Part 1: Basics of satellite remote sensing Why atmospheric satellite

More information

VALIDATION OF CROSS-TRACK INFRARED SOUNDER (CRIS) PROFILES OVER EASTERN VIRGINIA. Author: Jonathan Geasey, Hampton University

VALIDATION OF CROSS-TRACK INFRARED SOUNDER (CRIS) PROFILES OVER EASTERN VIRGINIA. Author: Jonathan Geasey, Hampton University VALIDATION OF CROSS-TRACK INFRARED SOUNDER (CRIS) PROFILES OVER EASTERN VIRGINIA Author: Jonathan Geasey, Hampton University Advisor: Dr. William L. Smith, Hampton University Abstract The Cross-Track Infrared

More information

Large-Scale Cloud Properties and Radiative Fluxes over Darwin during Tropical Warm Pool International Cloud Experiment

Large-Scale Cloud Properties and Radiative Fluxes over Darwin during Tropical Warm Pool International Cloud Experiment Large-Scale Cloud Properties and Radiative Fluxes over Darwin during Tropical Warm Pool International Cloud Experiment P. Minnis, L. Nguyen, and W.L. Smith, Jr. National Aeronautics and Space Administration/Langley

More information

Topics: Visible & Infrared Measurement Principal Radiation and the Planck Function Infrared Radiative Transfer Equation

Topics: Visible & Infrared Measurement Principal Radiation and the Planck Function Infrared Radiative Transfer Equation Review of Remote Sensing Fundamentals Allen Huang Cooperative Institute for Meteorological Satellite Studies Space Science & Engineering Center University of Wisconsin-Madison, USA Topics: Visible & Infrared

More information

History of Aerosol Remote Sensing. Mark Smithgall Maria Zatko 597K Spring 2009

History of Aerosol Remote Sensing. Mark Smithgall Maria Zatko 597K Spring 2009 History of Aerosol Remote Sensing Mark Smithgall Maria Zatko 597K Spring 2009 Aerosol Sources Anthropogenic Biological decomposition from fertilizer and sewage treatment (ex. ammonium) Combustion of fossil

More information

Ice clouds observed by passive remote sensing :

Ice clouds observed by passive remote sensing : Ice clouds observed by passive remote sensing : What did we learn from the GEWEX Cloud Assessment? Claudia Stubenrauch Laboratoire de Météorologie Dynamique, IPSL/CNRS, France Clouds are extended objects

More information

DISSERTATION A STUDY OF THE RELATIONSHIP BETWEEN THUNDERSTORM PROCESSES AND CLOUD-TOP ICE CRYSTAL SIZE. Submitted by. Daniel T.

DISSERTATION A STUDY OF THE RELATIONSHIP BETWEEN THUNDERSTORM PROCESSES AND CLOUD-TOP ICE CRYSTAL SIZE. Submitted by. Daniel T. DISSERTATION A STUDY OF THE RELATIONSHIP BETWEEN THUNDERSTORM PROCESSES AND CLOUD-TOP ICE CRYSTAL SIZE Submitted by Daniel T. Lindsey Department of Atmospheric Science In partial fulfillment of the requirements

More information

Abstract. This work investigates thermal emission from polar stratospheric clouds (PSCs)

Abstract. This work investigates thermal emission from polar stratospheric clouds (PSCs) Analysis of PSC measurements from AVHRR Mark Hervig, Department of Atmospheric Science, University of Wyoming, Laramie Kathy L. Pagan, Geosciences Department, San Francisco State University Patricia G.

More information

APPLICATIONS WITH METEOROLOGICAL SATELLITES. W. Paul Menzel. Office of Research and Applications NOAA/NESDIS University of Wisconsin Madison, WI

APPLICATIONS WITH METEOROLOGICAL SATELLITES. W. Paul Menzel. Office of Research and Applications NOAA/NESDIS University of Wisconsin Madison, WI APPLICATIONS WITH METEOROLOGICAL SATELLITES by W. Paul Menzel Office of Research and Applications NOAA/NESDIS University of Wisconsin Madison, WI July 2004 Unpublished Work Copyright Pending TABLE OF CONTENTS

More information

Satellite observation of atmospheric dust

Satellite observation of atmospheric dust Satellite observation of atmospheric dust Taichu Y. Tanaka Meteorological Research Institute, Japan Meteorological Agency 11 April 2017, SDS WAS: Dust observation and modeling @WMO, Geneva Dust observations

More information

The Spectral Radiative Effects of Inhomogeneous Clouds and Aerosols

The Spectral Radiative Effects of Inhomogeneous Clouds and Aerosols The Spectral Radiative Effects of Inhomogeneous Clouds and Aerosols S. Schmidt, B. Kindel, & P. Pilewskie Laboratory for Atmospheric and Space Physics University of Colorado SORCE Science Meeting, 13-16

More information

The Retrieval of Infrared Cooling Rate Profiles from Thermal Infrared Remote Sounder Radiance Measurements

The Retrieval of Infrared Cooling Rate Profiles from Thermal Infrared Remote Sounder Radiance Measurements The Retrieval of Infrared Cooling Rate Profiles from Thermal Infrared Remote Sounder Radiance Measurements Daniel Feldman Candidacy Presentation May 13, 2005 Outline 1. Background 2. Motivation 3. Cooling

More information

Analysis of down-welling radiances in presence of thin ice clouds: data from the ECOWAR-COBRA Experiment

Analysis of down-welling radiances in presence of thin ice clouds: data from the ECOWAR-COBRA Experiment Analysis of down-welling radiances in presence of thin ice clouds: data from the ECOWAR-COBRA Experiment Far-Infrared Workshop Madison, WI (USA), November 2011 Contributors University of Bologna: T. Maestri,

More information

Authors response to the reviewers comments

Authors response to the reviewers comments Manuscript No.: amtd-3-c1225-2010 Authors response to the reviewers comments Title: Satellite remote sensing of Asian aerosols: A case study of clean, polluted, and Asian dust storm days General comments:

More information

Cloud analysis from METEOSAT data using image segmentation for climate model verification

Cloud analysis from METEOSAT data using image segmentation for climate model verification Cloud analysis from METEOSAT data using image segmentation for climate model verification R. Huckle 1, F. Olesen 2 Institut für Meteorologie und Klimaforschung, 1 University of Karlsruhe, 2 Forschungszentrum

More information

Lower Troposphere Remote Sensing Activities at UMBC

Lower Troposphere Remote Sensing Activities at UMBC Lower Troposphere Remote Sensing Activities at UMBC Ruben Delgado, Belay Demoz Atmospheric Lidar Group Joint Center for Earth Systems Technology University of Maryland, Baltimore County Ad-Hoc Mixing Layer

More information

Probability of Cloud-Free-Line-of-Sight (PCFLOS) Derived From CloudSat and CALIPSO Cloud Observations

Probability of Cloud-Free-Line-of-Sight (PCFLOS) Derived From CloudSat and CALIPSO Cloud Observations Probability of Cloud-Free-Line-of-Sight (PCFLOS) Derived From CloudSat and CALIPSO Cloud Observations Donald L. Reinke, Thomas H. Vonder Haar Cooperative Institute for Research in the Atmosphere Colorado

More information

UCAR Trustee Candidate Steven A. Ackerman

UCAR Trustee Candidate Steven A. Ackerman UCAR Trustee Candidate Steven A. Ackerman The Members Nominating Committee is pleased to present Dr. Steven Ackerman as a candidate to the UCAR Board of Trustees. Dr. Ackerman is professor of atmospheric

More information

Detailed Cloud Motions from Satellite Imagery Taken at Thirty Second One and Three Minute Intervals

Detailed Cloud Motions from Satellite Imagery Taken at Thirty Second One and Three Minute Intervals Detailed Cloud Motions from Satellite Imagery Taken at Thirty Second One and Three Minute Intervals James F.W. Purdom NOAA/NESDIS/RAMM Branch CIRA Colorado State University W. Laporte Avenue Fort Collins,

More information

Blackbody radiation. Main Laws. Brightness temperature. 1. Concepts of a blackbody and thermodynamical equilibrium.

Blackbody radiation. Main Laws. Brightness temperature. 1. Concepts of a blackbody and thermodynamical equilibrium. Lecture 4 lackbody radiation. Main Laws. rightness temperature. Objectives: 1. Concepts of a blackbody, thermodynamical equilibrium, and local thermodynamical equilibrium.. Main laws: lackbody emission:

More information

Calibration of Ocean Colour Sensors

Calibration of Ocean Colour Sensors Dr. A. Neumann German Aerospace Centre DLR Remote Sensing Technology Institute Marine Remote Sensing What is Calibration, why do we need it? Sensor Components Definition of Terms Calibration Standards

More information

Outcomes of a workshop aimed at improved understanding of biases found in analysis of 183 GHz observations

Outcomes of a workshop aimed at improved understanding of biases found in analysis of 183 GHz observations Outcomes of a workshop aimed at improved understanding of biases found in analysis of 183 GHz observations She did all the hard work! Many thanks to all the participants from: LATMOS, Institute Pierre

More information

REVISION OF THE STATEMENT OF GUIDANCE FOR GLOBAL NUMERICAL WEATHER PREDICTION. (Submitted by Dr. J. Eyre)

REVISION OF THE STATEMENT OF GUIDANCE FOR GLOBAL NUMERICAL WEATHER PREDICTION. (Submitted by Dr. J. Eyre) WORLD METEOROLOGICAL ORGANIZATION Distr.: RESTRICTED CBS/OPAG-IOS (ODRRGOS-5)/Doc.5, Add.5 (11.VI.2002) COMMISSION FOR BASIC SYSTEMS OPEN PROGRAMME AREA GROUP ON INTEGRATED OBSERVING SYSTEMS ITEM: 4 EXPERT

More information

GSICS Traceability Statement for IASI and AIRS

GSICS Traceability Statement for IASI and AIRS GSICS Traceability Statement for IASI and AIRS Doc.No. Issue : : EUM/MET/TEN/11/0157 v1a EUMETSAT Eumetsat-Allee 1, D-64295 Darmstadt, Germany Tel: +49 6151 807-7 Fax: +49 6151 807 555 Date : 6 October

More information

Observations of Integrated Water Vapor and Cloud Liquid Water at SHEBA. James Liljegren

Observations of Integrated Water Vapor and Cloud Liquid Water at SHEBA. James Liljegren Observations of Integrated Water Vapor and Cloud Liquid Water at SHEBA James Liljegren Ames Laboratory Ames, IA 515.294.8428 liljegren@ameslab.gov Introduction In the Arctic water vapor and clouds influence

More information

Ocean Optics XIV Conference, Kona, Hawaii 1998

Ocean Optics XIV Conference, Kona, Hawaii 1998 INTRODUCTION Ocean Optics XIV Conference, Kona, Hawaii 1998 COASTAL AEROSOL PHASE FUNCTION MEASUREMENTS WITH A CUSTOM POLAR NEPHELOMETER By John N. Porter, Tom F. Cooney, Craig Motell University of Hawaii

More information

THE FEASIBILITY OF EXTRACTING LOWLEVEL WIND BY TRACING LOW LEVEL MOISTURE OBSERVED IN IR IMAGERY OVER CLOUD FREE OCEAN AREA IN THE TROPICS

THE FEASIBILITY OF EXTRACTING LOWLEVEL WIND BY TRACING LOW LEVEL MOISTURE OBSERVED IN IR IMAGERY OVER CLOUD FREE OCEAN AREA IN THE TROPICS THE FEASIBILITY OF EXTRACTING LOWLEVEL WIND BY TRACING LOW LEVEL MOISTURE OBSERVED IN IR IMAGERY OVER CLOUD FREE OCEAN AREA IN THE TROPICS Toshiro Ihoue and Tetsuo Nakazawa Meteorological Research Institute

More information

On the Satellite Determination of Multilayered Multiphase Cloud Properties. Science Systems and Applications, Inc., Hampton, Virginia 2

On the Satellite Determination of Multilayered Multiphase Cloud Properties. Science Systems and Applications, Inc., Hampton, Virginia 2 JP1.10 On the Satellite Determination of Multilayered Multiphase Cloud Properties Fu-Lung Chang 1 *, Patrick Minnis 2, Sunny Sun-Mack 1, Louis Nguyen 1, Yan Chen 2 1 Science Systems and Applications, Inc.,

More information

AN ABSTRACT OF THE THESIS OF. Andrea M. Schuetz for the degree of Master of Science in Atmospheric Science

AN ABSTRACT OF THE THESIS OF. Andrea M. Schuetz for the degree of Master of Science in Atmospheric Science AN ABSTRACT OF THE THESIS OF Andrea M. Schuetz for the degree of Master of Science in Atmospheric Science presented on May 30, 2007. Title: Overestimation of Cloud Cover in the MODIS Cloud Product Abstract

More information

Title: The Impact of Convection on the Transport and Redistribution of Dust Aerosols

Title: The Impact of Convection on the Transport and Redistribution of Dust Aerosols Authors: Kathryn Sauter, Tristan L'Ecuyer Title: The Impact of Convection on the Transport and Redistribution of Dust Aerosols Type of Presentation: Oral Short Abstract: The distribution of mineral dust

More information

Comparison of AMSU-B Brightness Temperature with Simulated Brightness Temperature using Global Radiosonde Data

Comparison of AMSU-B Brightness Temperature with Simulated Brightness Temperature using Global Radiosonde Data Comparison of AMSU-B Brightness Temperature with Simulated Brightness Temperature using Global Radiosonde Data V.O. John, S.A. Buehler, and M. Kuvatov Institute of Environmental Physics, University of

More information