Global stony coral occurrence points & estimated species diversity

"all_points.csv" includes occurrence records of stony corals; it was originally downloaded from Global Biodiversity Information Facility and Ocean Biodiversity Information System, then cleaned and reshaped. This data was used to analyze geographical patterns of stony coral diversity: Kusumoto, B., Costello, M. J., Kubota, Y., Shiono, T., Wei, C. L., Yasuhara, M., & Chao, A. (2020). Global distribution of coral diversity: Biodiversity knowledge gradients related to spatial resolution. Ecological Research, 35(2), 315-326."all_points.csv"---------------------------------Data infoData source: GBIF, OBISNum points: 350437Num sp: 716 speciesColumns info:"species": species name"source" : data source"OBISid_gbifID": ID given in OBIS/GBIF"latitude": observed latitude"longitude": observed longitude"key": unique ID for 1 degree grid cell"x": center longitude of 1 degree grid cell"y": center latitude of 1 degree grid cell-----------------------------------------------------------"stony.coral_diversity.csv" includes estimated species diversities at q = 0, 1, 2 (species richness, Shannon diversity, and Simpson diversity). The species number from stacked expert range-maps (Veron 2000) is also included for comparison."stony.coral_diversity.csv"---------------------------------------------Column info:id ID of 1 degree grid cellx center longitude of grid celly center latitude of grid cellobs.D0 observed diversity at q = 0 (species richness)obs.D1 observed diversity at q = 1 (Shannon diversity)obs.D2 observed diversity at q = 2 (Simpson diversity)asy.D0 asymptotic diversity at q = 0 (species richness) asy.D1 asymptotic diversity at q = 1 ( Shannon diversity) asy.D2 asymptotic diversity at q = 2 ( Simpson diversity ) SC1.D0 diversity at q = 0 (species richness) standardized at 1 percentile of sampling coverageSC1.D1 diversity at q = 1 (Shannon diversity ) standardized at 1 percentile of sampling coverageSC1.D2 diversity at q = 2 (Simpson diversity) standardized at 1 percentile of sampling coverageSC2.D0 diversity at q = 0 (species richness) standardized at 2 percentile of sampling coverageSC2.D1 diversity at q = 1 (Shannon diversity) standardized at 2 percentile of sampling coverageSC2.D2 diversity at q = 2 ( Simpson diversity) standardized at 2 percentile of sampling coverageSC3.D0 diversity at q = 0 (species richness) standardized at 5 percentile of sampling coverageSC3.D1 diversity at q = 1 (Shannon diversity) standardized at 5 percentile of sampling coverageSC3.D2 diversity at q = 2 (Simpson diversity) standardized at 5 percentile of sampling coverageveron Species number from stacked species range maps (Veron 2000)