Harp and process nc files of Sentinel 5P

HARP
,
1

Hello everyone,

I am trying to do an air quality study for the Canary Islands (Spain) using Sentinel 5p data. For now I can download the satellite data but when processing the files using harp there is something wrong. I am using this code as an example: GitHub - SIGTE-UdG/NO2_Sentinel5p
And here is my code. (this code is only for Tenerife island):

def process_nc_files:

file_names = []
products = []

i = 0
for filename in os.listdir(os.path.dirname(os.path.abspath(__file__))):
  base_file, ext = os.path.splitext(filename)

  if ext == ".nc" and base_file.split('_')[0] == 'S5P':
    product_name = base_file + "_" + str(i)

    try:
        product_name = harp.import_product(base_file + ext,
                                            operations="latitude > 27.9 [degree_north]; latitude < 28.9 [degree_north]; "
                                                       "longitude > -17[degree_east]; longitude < -16[degree_east];"
                                                       "tropospheric_NO2_column_number_density_validity > 75;"
                                                       "bin_spatial(100, -17, 0.01, 100, 28.9, 0.01)",
                                            post_operations="bin();squash(time, (latitude,longitude))")

        products.append(product_name)
    except:
        print ("Error: Product not imported")

    i = i + 1


try:
    product_bin = harp.execute_operations(products, "", "bin()")
    harp.export_product(product_bin, str(nombre_nc)+".nc")

except:
    print("Error: Execute operations fail")

When I plot it with Panoply absolutely nothing is showing:

image
image1910×1114 187 KB

I am new to using this type of tools and I don’t understand what could be going wrong.

I really would appreciate your help

Sincerely,
Sara.

2

Which product(s) have you used as input?
You have a very small area, and it could be that there were no ‘valid’ pixels for that area (i.e. validity>75).