Publications by Reed
rolling 9s & 10s
library(tidyverse) library(ggpmisc) elev <- read.csv("C:\\Users\\reedb\\OneDrive\\Desktop\\spr_2020_classes\\gis_1\\assignment4\\Elevation_data.csv") elev <- elev[1:7] elev <- elev %>% dplyr::rename(location = ï..OBJECTID..) %>% select(! Shape..) elev$point <- paste(elev$location, sep="") elev <- gather(elev, key = "point", value...
35 sym R (2089 sym/8 pcs) 1 img
Download Range Maps from BIEN
library(skimr) library(BIEN) library(tidyverse) library(janitor) library(taxize) library(rgdal) plants <- read.csv("https://www.dropbox.com/s/kalkqdrgmutm6k4/plant_list_may2nd.csv?dl=1") plants <- clean_names(plants) plants <- plants[0:134,] plants <- plants %>% dplyr::rename(family = 'i_family') species_we_want <- pull(plants) ...
9 sym R (11149 sym/5 pcs)
pollen_scoRe
We want a spreadsheet for easy interactive entering of data. Because we are on a shared lab computer without alot of common software, we can’t exactly go around installing things like R, and some microsoft suites. I really do not like the functionality of google sheets, so we made our own app to collect data into. This will allow us to drag the...
968 sym R (2935 sym/7 pcs)
Fun fun NWCA stuff - when we can sample that wetland?
library(tidyverse) lf <- read.csv("L:\\Botany materials\\lake_frances_7.5.2021.csv")[,c(3,7)] %>% rename(date = 'Datetime..UTC.') %>% mutate(date = str_remove(date, ' 6:00')) %>% mutate(date = str_replace_all(date, "/","-")) %>% mutate(date = lubridate::mdy(date)) lm(Result ~ date, data = lf) ## ## Call: ## lm(formula = Result ...
12 sym R (1120 sym/6 pcs) 1 img
R- data science talk
---title: "Nice to Meet you all!"author: Reed Benkendorfdate: January 1st, 2022output: ioslides_presentation --- Excited to meet you all! R Data Science 2022 Reed Benkendorf Professional Work (Botany) Threatened and Endangered Species Survey & Monitor (2 years) Floristics & Survey (1 year; Central California) Native Seed Collection (1 year; C...
2161 sym R (160 sym/3 pcs) 2 img
test_slides_html
R Data Science: Spatial Data Science 2 steppe 2/14/2022 Assigned Reading: Chapter 3 of Spatial Data Science Pioneer Mountains, Idaho Topology Many/Most geographic operations are geometric in nature Theoretical Relations Dimensionally Extended 9-Intersection Model (DE-9IM) Developed to query spatial databases Serves as the standard for d...
9435 sym R (7944 sym/60 pcs) 25 img 9 tbl
R for Data Science: Spatial Data Science Lecture 2
R Data Science: Spatial Data Science 2 steppe 2/14/2022 Assigned Reading: Chapter 3 of Spatial Data Science Pioneer Mountains, Idaho Topology Many/Most geographic operations are geometric in nature Theoretical Relations Dimensionally Extended 9-Intersection Model (DE-9IM) Developed to query spatial databases Serves as the standard for d...
9371 sym R (7944 sym/60 pcs) 24 img 9 tbl
R for Data Science: Spatial Data Science Lecture 2
SDS Day 2 steppe 2/6/2022 Assigned Reading: Chapter 3 of Spatial Data Science Topology Many/Most geographic operations are geometric in nature Theoretical Relations Dimensionally Extended 9-Intersection Model (DE-9IM) Developed to query spatial databases Serves as the standard for describing relations DE-9IM, By Krauss In the example i...
8744 sym R (3285 sym/45 pcs) 23 img 3 tbl
R for Data Science: Spatial Data Science Lecture 1
R Data Science: Spatial Data Science 1 steppe 2/14/2022 Assigned Reading: Geocomputation with R Chapter 2. Sacramento Mountains, New Mexico What is a Geographic Information System? What is a GIS Geographic Information System is a system for producing, managing, displaying, and analyzing geographic information. Spatial Data Science is an ...
18143 sym R (6949 sym/25 pcs) 38 img 4 tbl
test_2
Assigned Reading: Geocomputation with R Chapter 2. Sacramento Mountains, New Mexico What is a Geographic Information System? What is a GIS Geographic Information System is a system for producing, managing, displaying, and analyzing geographic information. Spatial Data Science is an emergent field which utilizes data science approaches in a G...
18085 sym R (6950 sym/25 pcs) 38 img 4 tbl