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topicindex [2012/06/14 02:32] gremau |
topicindex [2013/03/22 17:34] (current) gremau |
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| ==Western U.S. soil climate analysis (west_stationdata)== | ==Western U.S. soil climate analysis (west_stationdata)== | ||
| * [[west_stationdata:overview|Overview]] | * [[west_stationdata:overview|Overview]] | ||
| - | * Methods: [[west_stationdata:data|Data collection and prep]], [[west_stationdata:programdocs|Data programming documentation]] | + | * Methods: [[west_stationdata:data|Data collection and prep]], [[west_stationdata:programdocs|Data programming documentation]], [[west_stationdata:data_qc|Data QC (cleaning)]], [[west_stationdata:statistics|Statistical approach & methods]] |
| - | * Logs: [[west_stationdata:analysislog_1|Ts analysis log]], [[west_stationdata:analysislog_2|SM analysis log]] | + | * Logs: [[west_stationdata:analysislog_1|Data analysis log]] |
| - | * [[west_stationdata:publicationoutline]] | + | * [[west_stationdata:publicationoutline|Publication outline]] |
| ==Western U.S. soil carbon cycling (west_carboncycle)== | ==Western U.S. soil carbon cycling (west_carboncycle)== | ||
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| * Methods: [[west_carboncycle:snotelfieldprotocol|Protocol for SNOTEL visits]], [[west_carboncycle:snotelsampleprocessing|Initial sample processing]] | * Methods: [[west_carboncycle:snotelfieldprotocol|Protocol for SNOTEL visits]], [[west_carboncycle:snotelsampleprocessing|Initial sample processing]] | ||
| * Logs: [[west_carboncycle:snotellog_1|SNOTEL visits]], [[west_carboncycle:sampleprocessinglog_1|Sample processing]], [[west_carboncycle:analysislog_1|Data analysis]], [[west_carboncycle:sampletables|Sample processing tables]]. | * Logs: [[west_carboncycle:snotellog_1|SNOTEL visits]], [[west_carboncycle:sampleprocessinglog_1|Sample processing]], [[west_carboncycle:analysislog_1|Data analysis]], [[west_carboncycle:sampletables|Sample processing tables]]. | ||
| + | |||
| + | ==Niwot girdling study (niwot_girdling)== | ||
| + | * Methods: [[niwot_girdling:data_qc|Data QC]], [[niwot_girdling:soilanalysis|Soil analysis]] | ||
| + | * [[niwot_girdling:activitylog_1|Activity log]] | ||
| ==Ion deposition in snow (snowdep)== | ==Ion deposition in snow (snowdep)== | ||
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| * [[procedures:soildensityfractionation: Soil density fractionation]] | * [[procedures:soildensityfractionation: Soil density fractionation]] | ||
| * [[procedures:treecores|Preparing and taking data from tree cores]] | * [[procedures:treecores|Preparing and taking data from tree cores]] | ||
| + | * [[procedures:snowpackdustloading|Snowpack dust loading]] | ||
| == Field protocols == | == Field protocols == | ||
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| * [[procedures:xylempressure]] | * [[procedures:xylempressure]] | ||
| * [[procedures:snowpackalbedo]] | * [[procedures:snowpackalbedo]] | ||
| - | * [[procedures:snowpackdustloading]] | ||
| * [[procedures:snowpacksublimation]] | * [[procedures:snowpacksublimation]] | ||
| * [[procedures:canopyphotos|Canopy photography]] | * [[procedures:canopyphotos|Canopy photography]] | ||
| Line 54: | Line 58: | ||
| * [[procedures:pythontips|Python tips]], [[procedures:numpytips|Numpy tips]], [[procedures:ipython|Using IPython]] | * [[procedures:pythontips|Python tips]], [[procedures:numpytips|Numpy tips]], [[procedures:ipython|Using IPython]] | ||
| * [[procedures:matlabtips|Matlab tips]] | * [[procedures:matlabtips|Matlab tips]] | ||
| - | * [[procedures:bash|Bash scripting]] | + | * [[procedures:shellscripts|Shell scripts]], [[procedures:awk|AWK]], [[procedures:vimtips|Vim]], and [[procedures:textfiles|assorted textfile tips]] |
| - | * [[procedures:awk|Awk scripts]] | + | |
| * [[procedures:mercurial|mercurial]], and [[procedures:git|git]]: 2 version control systems. | * [[procedures:mercurial|mercurial]], and [[procedures:git|git]]: 2 version control systems. | ||
| * [[procedures:sensordata_tips|Tips for analyzing sensor timeseries]] | * [[procedures:sensordata_tips|Tips for analyzing sensor timeseries]] | ||
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| * [[procedures:geospatial|Geospatial data analysis]] | * [[procedures:geospatial|Geospatial data analysis]] | ||
| + | == Research writing == | ||
| + | * [[procedures:markup_languages|Markup languages]] for creating text documents. | ||
| + | * [[procedures:latextips|LaTeX tips]] | ||
| ===== Math ===== | ===== Math ===== | ||
| - | Mathematic or statistical concepts and methods used in data analysis. | + | Pages covering statistical and mathematical concepts, or numerical methods used in data analysis. Some of these pages are composed primarily of links to further information on the subject. |
| * [[math:toolboxes|Computation toolboxes]] - tools for computing math and statistics. | * [[math:toolboxes|Computation toolboxes]] - tools for computing math and statistics. | ||
| * [[math:timeseries|Time series analysis]] - assorted methods for analyzing time series data to extract meaningful statistics. | * [[math:timeseries|Time series analysis]] - assorted methods for analyzing time series data to extract meaningful statistics. | ||
| * [[math:quadratic_eq_calib|Reversing calibration equations]] - using the quadratic equation to back out sensor output from calibrated data (if calibration is known). | * [[math:quadratic_eq_calib|Reversing calibration equations]] - using the quadratic equation to back out sensor output from calibrated data (if calibration is known). | ||
| - | * [[math:pca|Principal components analysis]] | + | * [[math:pca|Principal components analysis]] and [[math:pcr|Principal components regression]] |
| + | * [[math:correlation|Correlation]] | ||
| + | * [[math:normalitytests|Testing for normality]] | ||
| + | * [[math:linear_regression|Linear regression]] - Bivariate (one independent variable) and multiple regression (>1 ind. variable). | ||
| + | * [[math:mixedeffects|Mixed-effects statistical models]] | ||
| + | * [[math:integration|Integration]] - of functions, or sampled data such as a timeseries | ||
| ===== Instruments ===== | ===== Instruments ===== | ||