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Sensor Design Working Group - Reference Materials and Working Papers

January
February
March
April

January 2008

01/23/08

• Gillam Tolle et al. (2005) A Macroscope in the Redwoods. SenSys 05 November 2-4, 2005. pdf
  • Website
  • Datasets
  • Movies
• G. Puggioni and A. E. Gelfand (2008) Analyzing Space-time Sensor Network Data under Suppression and Failure in Transmission. pdf

01/30/08

• References on suppression schemes in distributed systems and databases
  • Deshpande et al. (2004) Model-Deriven Data Acquisition in Sensor Networks, VLDB 2004 pdf
  • Chu et al. (2006) Approximate Data Collection in Sensor Networks Using Probabilistic Models, 22nd IEEE ICDE 2006 pdf
  • Huang et al. (2007) Communication-Efficient Online Detection of Network-Wide Anomalies, IEEE INFOCOM 2007 pdf
  • Keralapura et al. (2006) Communication-efficient distributed monitoring of thresholded counts, SIGMOD 2006, 289-300 pdf
  • Sharfman et al. (2006) A geometric approach to monitoring threshold functions over distributed data streams, SIGMOD 2006, 301-312 pdf
  • More references in Sensor-Design Reference site
• Observation Data Model (ODM) materials
  • ODM Specification: pdf
  • ODM Model Diagram: http://water.usu.edu/cuahsi/odm/files/ODM1DataModelFigure.jpg
  • Utah Sate University ODM Home Page: http://water.usu.edu/cuahsi/odm/default.aspx
• CENS website: Link

February 2008

02/06/08:

• Websites for CENS research
  • http://research.cens.ucla.edu/projects/2007/Terrestrial/AMARSS-NIMS/AMARSS/
  • http://research.cens.ucla.edu/projects/2007/Terrestrial/Systems/
  • http://research.cens.ucla.edu/projects/2007/Terrestrial/AMARSS-NIMS/NIMS/
  • http://dms.jamesreserve.edu/
• Sensorbase

02/13/08:

• Katenka et al. (2006) Local Vote Decision Fusion for Target Detection in Wireless Sensor Networks pdf

02/20/08:

• Ryel et al. (2003) Rapid Soil Moisture Recharge to Depth By Roots In a Stand of Artemisia Tridentata pdf
• Zoe's talk slides

02/27/08:

• Data Working Group HW doc
• From Kim
  • Zeger et al. (2000) Exposure Measurement Error in Time-Series Studies of Air Pollution: Concepts and Consequences pdf
  • Stefanski, L. A. (2000) Measurement Error Models pdf
• From Rosalba
  • Ni et al. (20YY) Sensor Network Data Fault Types slides
  • Schoellhammer et al. Do Sensor Failure Matter? slides
  • CENS materials: Dataset
  • (Statistical view) Article about CENS: Link
• From Paul
  • Ni et al. (20YY) Sensor Network Data Fault Types pdf
  • Chehade and Pottie (20YY) Uncertainty in Modeling Natural Phenomena slides
• From Kristian
  • (Data view) Article about CENS: Link
• From Zoe
  • Data description: slides
  • Raw data: Dataset
  • Cleaned data: Dataset
  • Ryel et al. (2002) Hydraulic redistribution in a stand of Artemisia tridentata pdf

March 2008

03/05/08:

• Other available dataset (from Zoe) : doc

03/12/08:

• Questions for Zoe's dataset (from Zoe) : doc
• Modified dataset: OldDataset  NewDataset
• Data description: xls
• Boxplots: plot1  plot2  plot3
• Time series: plot1  plot2  plot3  all plots
• Plots based on cleaned data: plots
• Data from the weather station near Zoe's site: Dataset
• References for wet-depress description and error references: pdf1  pdf2
• References for thermocouples: pdf
• S script for Zoe's data from Ernst: codes

03/19/08:

• Cleaned dataset materials (from Scott): zip
• Offset plots for cleaned datasets: plots
• Offset plots for raw datasets: plots
• "Harsh" clean data w/ plots (from Scott): zip
• USDA reference describing error in screen cage psychrometers: pdf

03/26/08:

• Suggestions from Zoe: pdf
• Locations of Plants (from Dave): xls
• How Water Potential Relates To Volumetric Soil Water Content: xls
• AMARSS mansuscripts: pdf1  ppt  pdf2  pdf3  pdf4  pdf5  pdf6

April 2008

04/02/08:

• Tasks for the next steps: ppt
• R code for using Weather data: code

04/09/08:

• Recommended reading: pdf

04/16/08:

• From Zoe
  • Time frame issues: doc
  • Excel file with graphs: xls
• Tasks for the next steps: ppt
• Harsh Cull: xls
• Harsher Cull: xls

04/23/08:

• Correlation stuffs: doc

04/30/08:

• Materials from Zoe: doc  xls  jpg 

May 2008

05/14/08:

• Description of Zoe's model: pdf

05/28/08:

• Revised Zoe's model: pdf

June 2008

06/04/08:

• Slope analysis from Ernst: pdf
• Comments from Zoe: txt

06/18/08:

• More slope analysis from Ernst: zip
• Median Polish for Cleaning from Ernst: pdf
• References for Robust Regression Analysis:
  • Rousseeuw, P.J. and Leroy, A.M. (1987) Robust Regression and Outlier Detection. New York: Wiley
  • Robust Regression Analysis Link
  • Atkinson, Anthony, Riani, Marco (2000) Robust Diagnostic Regression Analysis, springer
  • Rousseeuw, P.J. (1984) Least Median of Squares Regression, JASA, V79, 871-880
  • Koenker, R. (2005) Quantile Regression (Econometric Society Monographs), Cambridge University Press.

July 2008

07/02/08:

• Outlier detection references from Rosalba: pdf1  pdf2

07/09/08:

• Outlier detection reference from Ilka: pdf
• Precipitation and VPD from Dave: pdf

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This page updated on January 24, 2008 3:51 PM