column ordering

[turbomam]

with column order annotations

analysis_type
collection_date_inc
collection_time
collection_time_inc
dna_absorb1
dna_absorb2
dna_collect_site
dna_concentration
dna_cont_type
dna_cont_well
dna_container_ID
dna_dnase
dna_isolate_meth
dna_organisms
dna_project_contact
dna_samp_ID
dna_sample_format
dna_sample_name
dna_seq_project
dna_seq_project_name
dna_seq_project_PI
dna_volume
EMSL_store_temp
env_package
experimental_factor_other
filter_method
isotope_exposure
micro_biomass_C_meth
micro_biomass_N_meth
microbial_biomass_C
microbial_biomass_N
non_microb_biomass
non_microb_biomass_method
org_nitro_method
other_treatment
project_ID
proposal_dna
replicate_number
sample_link
sample_shipped
sample_type
start_date_inc
start_time_inc
technical_reps

[turbomam]

without

agrochem_addition
air_temp_regm
al_sat
al_sat_meth
alt
annual_precpt
annual_temp
biotic_regm
biotic_relationship
carb_nitro_ratio
chem_administration
climate_environment
collection_date
crop_rotation
cur_land_use
cur_vegetation
cur_vegetation_meth
depth
drainage_class
ecosystem
ecosystem_category
ecosystem_subtype
ecosystem_type
elev
env_broad_scale
env_local_scale
env_medium
experimental_factor
extreme_event
fao_class
fire
flooding
gaseous_environment
geo_loc_name
growth_facil
heavy_metals
heavy_metals_meth
horizon_meth
humidity_regm
lat_lon
light_regm
link_class_info
link_climate_info
local_class
local_class_meth
micro_biomass_meth
microbial_biomass
misc_param
org_matter
org_nitro
oxy_stat_samp
ph
ph_meth
phosphate
prev_land_use_meth
previous_land_use
profile_position
rel_to_oxygen
salinity
salinity_meth
samp_collec_device
samp_collec_method
samp_mat_process
samp_name
samp_size
samp_store_temp
season_precpt
season_temp
sieving
size_frac_low
size_frac_up
slope_aspect
slope_gradient
soil_horizon
soil_text_measure
soil_texture_meth
soil_type
soil_type_meth
source_mat_id
specific_ecosystem
store_cond
temp
tillage
tot_carb
tot_nitro_cont_meth
tot_nitro_content
tot_org_c_meth
tot_org_carb
tot_phosp
water_cont_soil_meth
water_content
watering_regm

[turbomam]

how about source_mat_id