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sea_post_prior.pro
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xdim = 57600ULL
ydim = 24000ULL
;test_ydim = 1000ULL ;test for 1000 lines
topx = 6671703.1176
topy = 4447802.0784
pix_width = 231.65635825
grid_width = 100000. ;100km
min_pdf_points = 10000
train_file = '~/global_250m/hlorey_train/train_hlorey_sea_v1_misclass_wbin.csv'
in_dir = '/nobackup/yyu1/global_250m_output/sea/cl_miss'
out_dir = '/nobackup/yyu1/global_250m_output/sea/cl_miss/results'
bin_file = '~/global_250m/hlorey_train/bin_hlorey_sea_v1_misclass.csv'
spawn, 'mkdir ' + out_dir
spawn, 'find ' + in_dir + ' -name "*.gz" | parallel -j 10 gunzip {}'
;create local pdf
grid_nx = fix(xdim * pix_width / grid_width) + 1
grid_ny = fix(ydim * pix_width / grid_width) + 1
train_data = read_csv(train_file)
n_plots = n_elements(train_data.(0))
def_bin_data = read_csv(bin_file)
def_nbins = n_elements(def_bin_data.(0))
pdf_2d, train_data.(1), train_data.(2), train_data.(4), def_nbins, grid_width, topx, grid_nx, topy, grid_ny, pdf_out, min_pdf_points
;maxent_post_vectorized_prior, xdim, ydim, in_dir, out_dir, bin_file, pdf_out
maxent_post_vectorized_prior, xdim, ydim, in_dir, out_dir, bin_file, pdf_out
print, !error_state.code
if (!error_state.code eq -104 or !error_state.code eq 0) then begin
spawn, 'rm ' + in_dir + '/*.bil'
message, /reset
endif
;-----------------------
train_file = '~/global_250m/hlorey_train/train_hlorey_sea_v1_misclass_wbin.csv'
in_dir = '/nobackup/yyu1/global_250m_output/sea/cl_miss_nomodis'
out_dir = '/nobackup/yyu1/global_250m_output/sea/cl_miss_nomodis/results'
bin_file = '~/global_250m/hlorey_train/bin_hlorey_sea_v1_misclass.csv'
spawn, 'mkdir ' + out_dir
spawn, 'find ' + in_dir + ' -name "*.gz" | parallel -j 10 gunzip {}'
;create local pdf
grid_nx = fix(xdim * pix_width / grid_width) + 1
grid_ny = fix(ydim * pix_width / grid_width) + 1
train_data = read_csv(train_file)
n_plots = n_elements(train_data.(0))
def_bin_data = read_csv(bin_file)
def_nbins = n_elements(def_bin_data.(0))
pdf_2d, train_data.(1), train_data.(2), train_data.(4), def_nbins, grid_width, topx, grid_nx, topy, grid_ny, pdf_out, min_pdf_points
;maxent_post_vectorized_prior, xdim, ydim, in_dir, out_dir, bin_file, pdf_out, min_pdf_points
maxent_post_vectorized_prior, xdim, ydim, in_dir, out_dir, bin_file, pdf_out
print, !error_state.code
if (!error_state.code eq -104 or !error_state.code eq 0) then begin
spawn, 'rm ' + in_dir + '/*.bil'
message, /reset
endif
;-----------------------------
train_file = '~/global_250m/hlorey_train/train_hlorey_sea_v1_cl40_wbin.csv'
in_dir = '/nobackup/yyu1/global_250m_output/sea/cl_40'
out_dir = '/nobackup/yyu1/global_250m_output/sea/cl_40/results'
bin_file = '~/global_250m/hlorey_train/bin_hlorey_sea_v1_cl40.csv'
spawn, 'mkdir ' + out_dir
spawn, 'find ' + in_dir + ' -name "*.gz" | parallel -j 10 gunzip {}'
;create local pdf
grid_nx = fix(xdim * pix_width / grid_width) + 1
grid_ny = fix(ydim * pix_width / grid_width) + 1
train_data = read_csv(train_file)
n_plots = n_elements(train_data.(0))
def_bin_data = read_csv(bin_file)
def_nbins = n_elements(def_bin_data.(0))
pdf_2d, train_data.(1), train_data.(2), train_data.(4), def_nbins, grid_width, topx, grid_nx, topy, grid_ny, pdf_out, min_pdf_points
;maxent_post_vectorized_prior, xdim, ydim, in_dir, out_dir, bin_file, pdf_out, min_pdf_points
maxent_post_vectorized_prior, xdim, ydim, in_dir, out_dir, bin_file, pdf_out
print, !error_state.code
if (!error_state.code eq -104 or !error_state.code eq 0) then begin
spawn, 'rm ' + in_dir + '/*.bil'
message, /reset
endif
;----------------------------------
train_file = '~/global_250m/hlorey_train/train_hlorey_sea_v1_cl40_wbin.csv'
in_dir = '/nobackup/yyu1/global_250m_output/sea/cl_40_nomodis'
out_dir = '/nobackup/yyu1/global_250m_output/sea/cl_40_nomodis/results'
bin_file = '~/global_250m/hlorey_train/bin_hlorey_sea_v1_cl40.csv'
spawn, 'mkdir ' + out_dir
spawn, 'find ' + in_dir + ' -name "*.gz" | parallel -j 10 gunzip {}'
;create local pdf
grid_nx = fix(xdim * pix_width / grid_width) + 1
grid_ny = fix(ydim * pix_width / grid_width) + 1
train_data = read_csv(train_file)
n_plots = n_elements(train_data.(0))
def_bin_data = read_csv(bin_file)
def_nbins = n_elements(def_bin_data.(0))
pdf_2d, train_data.(1), train_data.(2), train_data.(4), def_nbins, grid_width, topx, grid_nx, topy, grid_ny, pdf_out, min_pdf_points
;maxent_post_vectorized_prior, xdim, ydim, in_dir, out_dir, bin_file, pdf_out, min_pdf_points
maxent_post_vectorized_prior, xdim, ydim, in_dir, out_dir, bin_file, pdf_out
print, !error_state.code
if (!error_state.code eq -104 or !error_state.code eq 0) then begin
spawn, 'rm ' + in_dir + '/*.bil'
message, /reset
endif
end