Publications by SP
TESLA Timeseries 01-04-2024
Load your libraries, palettes and functions: ## [1] "/Users/penn529/Documents/GitHub/COMPASS-DOE/tempest-system-level-analysis/scripts" Load all datasets for tesla Note: I am not 100% sure all the timezone stuff is playing nicely in the figures below. I forced what I could to UTC but I am not sure which is EST masked as UTC vs what is actually con...
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CSP soil and vegetation analysis
Data exploration During 2022, we carried out 26 plant transects. The soil protocol was employed three times in each plant transect location. So we have three replicates by transect. Here we present an average (in the case of ph, bulk.density, depth, om, N, C) or the median (in the case of hcl.test, chroma, value) of the replicates by transect. ...
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DataViz Exercise 1
TYPE THE CODE BELOW (in the shaded boxes) Notes: When you hit Ctrl-Enter on each line, you will see the result in the Console. Use the “#” to write a comment. R will not read anything on a line after the #. Let’s start with some arithmetic 6+4 ## [1] 10 8-5 ## [1] 3 3*5 ## [1] 15 12/2 ## [1] 6 log(100) # natural log; usually written a...
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tempest 2022 teros rmd
Strategy We have many TEROS sensors across the TEMPEST plots, and they often read relatively different things for the “same” location, though patterns are consistent. Additionally, there are some gaps in sensor records, which can lead to spikes or dips when one sensor reading something different from the others cuts in/out. This means we can do...
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Dataset by shepherd
Data system Throughout the fieldwork we identified and contacted - to have preliminary information - 86 shepherds who use communal pasturelands of CSP. After filtering them regarding whether their pastoral zones fit the topographical and ecological conditions for the plant sampling, we kept 35 shepherds among the 86 to inquire further informati...
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Dataset by transect
Data exploration We carried out 74 plant sampling during 2022 and 2023 fieldwork. ## Rows: 74 ## Columns: 30 ## $ id <dbl> 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16,… ## $ transect <chr> "C01A", "C01B", "C01C", "C02A", "C02B", "C02C", "C03A"… ## $ herder <chr> "gregorio+marchante+santos", "gregorio+m...
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Health expenditures in the US
US Health Expenditures | Updated 2023-12-19 Column Facts about National Health Expenditures (NHE) in 2022 NHE grew 4.1% to $4.5 trillion in 2022, or $13,493 per person, and accounted for 17.3% of Gross Domestic Product (GDP). Medicare spending grew 5.9% to $944.3 billion in 2022, or 21 percent of total NHE. Medicaid spending grew 9.6% to ...
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Dataset by transect
Data exploration db.by.transect.2.b[,c(8:29)] <- lapply(db.by.transect.2.b[,c(8:29)], as.numeric) db.by.transect.2.b[,c(7)] <- lapply(db.by.transect.2.b[,c(7)], factor) db.by.transect.2.b = db.by.transect.2.b %>% rename(date = dd, bulk.density = soil_dens, hcl.test = hcl, value = val, chroma = chro, litter = lit.y, stone = ston,moss = moss.y,t.p...
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Bank assets and profits
BANK FINANCES | Updated 2023-11-26 Column FDIC Bank data: 1934-2021 Column Number Assets Profits Average profits Interest rates vs profits Top 20 banks by Assets Top 20 banks by Net Income Notes NOTES Bank data is from FDIC: https://banks.data.fdic.gov/explore/historical/ Data on consumer price index and 10-year T-note yield is f...
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Course enrollments 2023-24
COURSE ENROLLMENTS IN 2023-24 | Updated 2023-11-25 Table Semester Academic Year Core CORE ENROLLMENTS: 2023-24 Core Total Area 1 Power of Lang: English 426 Area 10 Interdiscip Colloquium 51 Area 2 Power of Lang: Other 444 Area 3 Creative Expression 1061 Area 4 Western Cul Heritage 584 Area 5 NonWestern Cul Heritage 481 Ar...
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