Pesticide risk during commercial apple pollination is greater for honeybees than other managed and wild bees (Q6693627)

Data and code relating to the manuscript Pesticide risk during commercial apple pollination is greater for honeybees than other managed and wild bees Files are organized as follows input - contains the main data files. all_pesticide2019.csv contains the pesticide residue data for all samples LD50.csv contains pesticide LD50s in PPB ld50_per_bee.csv contains pesticide LD50s in ug / honeybee nesting_type.csv lists nesting types of the different bee samples pesticide_type.csv lists pesticides by their type short_name.csv lists short bee names folder gis hive_distance_matrix.csv distances from each orchard to other sites sitelocation.csv contains coordinates of sites code - contains the scripts to analyze the input files pesticide_analysis.R is the main anaylsis for the paper unadjusted_pesticide_analysis.R is a copy of most of the code above but without LD50 weight adjustements ld50 adjust - contains the inputs and code for the ld50 adjustments I ran ld50_adjust.R is the code to calculate our the adjustements 2020_BeeTox_database_acute_contact_publication_final_R1.csv is the data file taken from pamminger publication