In OHI-Science/ohirepos: Create OHI tailored repositories

 library(dplyr) 
 library(tidyr) 
 library(knitr) 

 layer_meta <- read.csv('../../../eez_layers_meta_data/layers_eez_base.csv', stringsAsFactors = FALSE) 
 layer_path <- 'https://github.com/OHI-Science/ohi-global/tree/draft/eez2016/layers' 

Adjusted workforce size

le_workforcesize_adj {-}

Units {-}

number of jobs

Adjustment factor for jobs (current)

le_jobs_cur_adj_value {-}

Units {-}

value

Adjustment factor for jobs (reference)

le_jobs_ref_adj_value {-}

Units {-}

value

Adjustment factor for revenue (current)

le_rev_cur_adj_value {-}

Units {-}

value

Adjustment factor for revenue (reference)

le_rev_ref_adj_value {-}

Units {-}

value

Adjustment factor for wages (current)

le_wage_cur_adj_value {-}

Units {-}

value

Adjustment factor for wages (reference)

le_wage_ref_adj_value {-}

Units {-}

value

Areas of blast fishing

np_blast {-}

Units {-}

score

Areas of poison fishing

np_cyanide {-}

Units {-}

score

Artisanal fisheries management effectiveness

fp_mora_artisanal {-}

Units {-}

scaled 0-1

Artisanal fisheries opportunity

ao_access {-}

Units {-}

scaled 0-1

Average species condition

spp_status {-}

Units {-}

status score

Average species condition trend

spp_trend {-}

Units {-}

trend score

B/Bmsy estimates

fis_b_bmsy {-}

Units {-}

B/Bmsy

Carbon storage weights

element_wts_cs_km2_x_storage {-}

Units {-}

extent*storage

Chemical pollution

po_chemicals {-}

Units {-}

scaled 0-1

Chemical pollution trend

cw_chemical_trend {-}

Units {-}

trend

CITES signatories

g_cites {-}

Units {-}

0 or 1

Coastal chemical pollution

po_chemicals_3nm {-}

Units {-}

scaled 0-1

Coastal nutrient pollution

po_nutrients_3nm {-}

Units {-}

scaled 0-1

Coastal protected marine areas (fishing preservation)

fp_mpa_coast {-}

Units {-}

scaled 0-1

Coastal protected marine areas (habitat preservation)

hd_mpa_coast {-}

Units {-}

scaled 0-1

Coastal protection weights

element_wts_cp_km2_x_protection {-}

Units {-}

extent*rank

Commercial fishing management

fp_mora {-}

Units {-}

scaled 0-1

Economic diversity

li_sector_evenness {-}

Units {-}

scaled

Economic need for artisanal fishing

ao_need {-}

Units {-}

scaled 0-1

EEZ protected marine areas (fishing preservation)

fp_mpa_eez {-}

Units {-}

scaled 0-1

EEZ protected marine areas (habitat preservation)

hd_mpa_eez {-}

Units {-}

scaled 0-1

Fishery catch data

fis_meancatch {-}

Units {-}

tonnes

Food provision weights

fp_wildcaught_weight {-}

Units {-}

proportion

GDP

le_gdp {-}

Units {-}

2012 USD

GDP per capita PPP

le_gdp_pc_ppp {-}

Units {-}

USD

Genetic escapes

sp_genetic {-}

Units {-}

scaled 0-1

Global Competitiveness Index (GCI) scores

li_gci {-}

Units {-}

scaled

Habitat condition

hab_health {-}

Units {-}

proportion

Habitat condition trend

hab_trend {-}

Units {-}

trend

Habitat extent

hab_extent {-}

Units {-}

km2

Habitat weights

element_wts_hab_pres_abs {-}

Units {-}

boolean

High bycatch due to artisanal fishing

fp_art_hb {-}

Units {-}

scaled 0-1

High bycatch due to commercial fishing

fp_com_hb {-}

Units {-}

scaled 0-1

Inland area

rgn_area_inland1km {-}

Units {-}

km2

Inland coastal population

mar_coastalpopn_inland25mi {-}

Units {-}

number of people

Inland coastal protected areas

lsp_prot_area_inland1km {-}

Units {-}

km2

Intertidal habitat destruction

hd_intertidal {-}

Units {-}

scaled 0-1

ISO country codes

cntry_rgn {-}

Units {-}

region id

IUCN extinction risk

ico_spp_iucn_status {-}

Units {-}

IUCN risk category

Jobs for each sector and year

le_jobs_sector_year {-}

Units {-}

number of jobs

Jobs, most current value

le_jobs_cur_base_value {-}

Units {-}

value

Jobs, reference value

le_jobs_ref_base_value {-}

Units {-}

value

Low bycatch due to artisanal fishing

fp_art_lb {-}

Units {-}

scaled 0-1

Low bycatch due to commercial fishing

fp_com_lb {-}

Units {-}

scaled 0-1

Management of habitat to protect fisheries biodiversity

fp_habitat {-}

Units {-}

scaled 0-1

Management of habitat to protect habitat biodiversity

hd_habitat {-}

Units {-}

scaled 0-1

Management of mariculture to preserve biodiversity

g_mariculture {-}

Units {-}

scaled 0-1

Management of nonindigenous species

sp_alien_species {-}

Units {-}

scaled 0-1

Management of tourism to preserve biodiversity

g_tourism {-}

Units {-}

scaled 0-1

Management of waters to preserve biodiversity

po_water {-}

Units {-}

scaled 0-1

Mariculture harvest

mar_harvest_tonnes {-}

Units {-}

tonnes

Mariculture Sustainability Index

g_msi_gov {-}

Units {-}

scaled 0-1

Mariculture sustainability score

mar_sustainability_score {-}

Units {-}

score

Marine plastics

po_trash {-}

Units {-}

scaled 0-1

Measure of coastal ecological integrity

species_diversity_3nm {-}

Units {-}

scaled 0-1

Measure of ecological integrity

species_diversity_eez {-}

Units {-}

scaled 0-1

Natural product harvest

np_harvest_tonnes {-}

Units {-}

tonnes

Nonindigenous species

sp_alien {-}

Units {-}

scaled 0-1

Nutrient pollution

po_nutrients {-}

Units {-}

scaled 0-1

Nutrient pollution trend

cw_nutrient_trend {-}

Units {-}

trend

Ocean acidification

cc_acid {-}

Units {-}

scaled 0-1

Offshore area

rgn_area_offshore3nm {-}

Units {-}

km2

Offshore coastal protected areas

lsp_prot_area_offshore3nm {-}

Units {-}

km2

OHI regions

rgn_global {-}

Units {-}

label

Pathogen pollution

po_pathogens {-}

Units {-}

scaled 0-1

Pathogen pollution trend

cw_pathogen_trend {-}

Units {-}

trend

Percent direct employment in tourism

tr_jobs_pct_tourism {-}

Units {-}

proportion

Plastic trash trends

cw_trash_trend {-}

Units {-}

trend

Region areas based on EEZ boundaries

rgn_area {-}

Units {-}

km2

Regions

rgn_labels {-}

Units {-}

label

Relative harvest tonnes

np_harvest_tonnes_relative {-}

Units {-}

proportion

Relative harvest value

np_harvest_product_weight {-}

Units {-}

proportion

Revenue adjustment (GDP)

le_revenue_adj {-}

Units {-}

USD

Revenue for each sector and year

le_rev_sector_year {-}

Units {-}

2010 USD

Revenue, most current value

le_rev_cur_base_value {-}

Units {-}

value

Revenue, reference value

le_rev_ref_base_value {-}

Units {-}

value

Sea level rise

cc_slr {-}

Units {-}

scaled 0-1

Sea surface temperature

cc_sst {-}

Units {-}

scaled 0-1

Sectors in each region

le_sector_weight {-}

Units {-}

value

Social Progress Index

res_spi {-}

Units {-}

scaled 0-1

Strength of governance

wgi_all {-}

Units {-}

scaled 0-1

Subtidal hardbottom habitat destruction

hd_subtidal_hb {-}

Units {-}

scaled 0-1

Subtidal softbottom habitat destruction

hd_subtidal_sb {-}

Units {-}

scaled 0-1

Targeted harvest of cetaceans and marine turtles

fp_targetharvest {-}

Units {-}

scaled 0-1

Total human population

le_popn {-}

Units {-}

number of people

Tourism sustainability index

tr_sustainability {-}

Units {-}

score

Unemployment

le_unemployment {-}

Units {-}

proportion

UN geopolitical region classifications

rgn_georegions {-}

Units {-}

UN regions

US State Department travel warnings

tr_travelwarnings {-}

Units {-}

score

UV radiation

cc_uv {-}

Units {-}

scaled 0-1

Wages, current value

le_wage_cur_base_value {-}

Units {-}

value

Wages for each sector and year

le_wage_sector_year {-}

Units {-}

2010 USD

Wages, reference value

le_wage_ref_base_value {-}

Units {-}

value

Weakness of governance

ss_wgi {-}

Units {-}

scaled 0-1

Weakness of social progress

ss_spi {-}

Units {-}

scaled 0-1

OHI-Science/ohirepos documentation built on June 1, 2024, 12:21 p.m.