diff --git a/.ipynb_checkpoints/get_gedi_data-checkpoint.py b/.ipynb_checkpoints/get_gedi_data-checkpoint.py index 13606fb6013507f1221ebd448abcd2141499673c..b44aadf1c2e06329905539ec517ecd8c786d0366 100644 --- a/.ipynb_checkpoints/get_gedi_data-checkpoint.py +++ b/.ipynb_checkpoints/get_gedi_data-checkpoint.py @@ -12,7 +12,7 @@ import os def lpdaac_gedi_https_to_s3(url): dir_comps = url.split("/") - return f"s3://lp-prod-protected/{dir_comps[6]}/{dir_comps[8].strip('.h5')}/{dir_comps[8]}" + return f"s3://lp-prod-protected/{dir_comps[4]}/{dir_comps[6].strip('.h5')}/{dir_comps[6]}" def get_gedi_data(url): credentials = maap.aws.earthdata_s3_credentials( diff --git a/.ipynb_checkpoints/get_gedi_data_fsspec-checkpoint.py b/.ipynb_checkpoints/get_gedi_data_fsspec-checkpoint.py new file mode 100644 index 0000000000000000000000000000000000000000..bc7721350d31465df3d2adb0817f4937e44ff798 --- /dev/null +++ b/.ipynb_checkpoints/get_gedi_data_fsspec-checkpoint.py @@ -0,0 +1,61 @@ + +import sys +import h5py +import boto3 +import botocore +import fsspec +import requests +from maap.maap import MAAP +maap = MAAP(maap_host="api.maap-project.org") +import os + + +def assume_role_credentials(ssm_parameter_name): + # Create a session using your current credentials + session = boto3.Session() + + # Retrieve the SSM parameter + ssm = session.client('ssm', "us-west-2") + parameter = ssm.get_parameter( + Name=ssm_parameter_name, + WithDecryption=True + ) + parameter_value = parameter['Parameter']['Value'] + + # Assume the DAAC access role + sts = session.client('sts') + assumed_role_object = sts.assume_role( + RoleArn=parameter_value, + RoleSessionName='TutorialSession' + ) + + # From the response that contains the assumed role, get the temporary + # credentials that can be used to make subsequent API calls + credentials = assumed_role_object['Credentials'] + + return credentials + +# We can pass assumed role credentials into fsspec +def fsspec_access(credentials): + return fsspec.filesystem( + "s3", + key=credentials['AccessKeyId'], + secret=credentials['SecretAccessKey'], + token=credentials['SessionToken'] + ) + +def lpdaac_gedi_https_to_s3(url): + dir_comps = url.split("/") + return f"s3://lp-prod-protected/{dir_comps[4]}/{dir_comps[6].strip('.h5')}/{dir_comps[6]}" + +def get_gedi_data(url): + s3_fsspec = fsspec_access(assume_role_credentials("/iam/maap-data-reader")) + basename = os.path.basename(url) + outfp = f"output/{basename}" + gedi_ds = h5py.File(s3_fsspec.open(lpdaac_gedi_https_to_s3(url)), "r") + with h5py.File(outfp, 'w') as dst: + for obj in gedi_ds.keys(): + gedi_ds.copy(obj, dst) + gedi_ds.close() + # Return filepath! + return outfp diff --git a/.ipynb_checkpoints/main-checkpoint.py b/.ipynb_checkpoints/main-checkpoint.py index 56d76c97bd61f0ab030a1e1de63b2800daf7a265..802d7c72e5eb4a306eba765a52f246eba3232ddb 100644 --- a/.ipynb_checkpoints/main-checkpoint.py +++ b/.ipynb_checkpoints/main-checkpoint.py @@ -59,7 +59,10 @@ def gedi_bioindex(index): # level 2 metrics zGround = l2a_ds[beam]['elev_lowestmode'][index] # ground zTop = l2a_ds[beam]['elev_highestreturn'][index] # top of canopy (rh100) - rh100 = l2a_ds[beam]['rh'][index][-2] + rhArr = l2a_ds[beam]['rh'][index] + rh98 = rhArr[-2] + + # rhArr = l2a_ds[beam]['rh'][index][-2] ## Calculate bioindex from waveform elev_arr = np.linspace(zStart, zEnd, wfCount) @@ -81,14 +84,16 @@ def gedi_bioindex(index): cval = allom_df[allom_df['domain']==beam_domain]['HSE'].values[0] # get pgap - pgap = GapDS(waveform_smooth, ht_arr, np.array([rh100]), + pgap = GapDS(waveform_smooth, ht_arr, np.array([rh98]), calc_refl_vg = False, utm_x=None,utm_y=None,cval=cval) except: # bad data (fix for future) - return (np.nan,np.nan,np.nan,np.nan,np.nan,np.nan) + return (np.nan,np.nan,np.nan,np.nan,np.nan,np.nan, + np.nan,np.nan,np.nan,np.nan,np.nan,np.nan,np.nan,np.nan,np.nan,np.nan) # return a tuple of biwf and bfp - return (pgap.biWF[0], pgap.biFP[0], np.nanmin(pgap.gap), np.nanmax(pgap.lai), rh100, cval) + return (pgap.biWF[0], pgap.biFP[0], np.nanmin(pgap.gap), np.nanmax(pgap.lai), cval,rh98, + rhArr[94],rhArr[89], rhArr[84], rhArr[79], rhArr[74], rhArr[69], rhArr[64], rhArr[59], rhArr[54],rhArr[49]) ########## @@ -191,8 +196,21 @@ if __name__ == '__main__': biFP_list.append(results[1]) gap_list.append(results[2]) lai_list.append(results[3]) - rh_list.append(results[4]) - cval_list.append(results[5]) + cval_list.append(results[4]) + rh98_list.append(results[5]) + rh95_list.append(results[6]) + rh90_list.append(results[7]) + rh85_list.append(results[8]) + rh80_list.append(results[9]) + rh75_list.append(results[10]) + rh70_list.append(results[11]) + rh65_list.append(results[12]) + rh60_list.append(results[13]) + rh55_list.append(results[14]) + rh50_list.append(results[15]) + + + print("Done!") # Create out_df to output as csv @@ -203,8 +221,19 @@ if __name__ == '__main__': new_df['bifp'] = np.round(biFP_list,3) new_df['gap'] = np.round(gap_list,3) new_df['lai'] = np.round(lai_list,3) - new_df['rh'] = np.round(rh_list,3) new_df['cval'] = np.round(cval_list,3) + new_df['rh98'] = np.round(rh98_list,3) + new_df['rh95'] = np.round(rh95_list,3) + new_df['rh90'] = np.round(rh90_list,3) + new_df['rh85'] = np.round(rh85_list,3) + new_df['rh80'] = np.round(rh80_list,3) + new_df['rh75'] = np.round(rh75_list,3) + new_df['rh70'] = np.round(rh70_list,3) + new_df['rh65'] = np.round(rh65_list,3) + new_df['rh60'] = np.round(rh60_list,3) + new_df['rh55'] = np.round(rh55_list,3) + new_df['rh50'] = np.round(rh50_list,3) + # append to df_list df_list.append(new_df) diff --git a/get_gedi_data.py b/get_gedi_data.py index 13606fb6013507f1221ebd448abcd2141499673c..b44aadf1c2e06329905539ec517ecd8c786d0366 100644 --- a/get_gedi_data.py +++ b/get_gedi_data.py @@ -12,7 +12,7 @@ import os def lpdaac_gedi_https_to_s3(url): dir_comps = url.split("/") - return f"s3://lp-prod-protected/{dir_comps[6]}/{dir_comps[8].strip('.h5')}/{dir_comps[8]}" + return f"s3://lp-prod-protected/{dir_comps[4]}/{dir_comps[6].strip('.h5')}/{dir_comps[6]}" def get_gedi_data(url): credentials = maap.aws.earthdata_s3_credentials( diff --git a/get_gedi_data_fsspec.py b/get_gedi_data_fsspec.py index 0ee0fbb4b2a4d3687d717c6f1c278e7fce9eb96c..bc7721350d31465df3d2adb0817f4937e44ff798 100644 --- a/get_gedi_data_fsspec.py +++ b/get_gedi_data_fsspec.py @@ -46,7 +46,7 @@ def fsspec_access(credentials): def lpdaac_gedi_https_to_s3(url): dir_comps = url.split("/") - return f"s3://lp-prod-protected/{dir_comps[6]}/{dir_comps[8].strip('.h5')}/{dir_comps[8]}" + return f"s3://lp-prod-protected/{dir_comps[4]}/{dir_comps[6].strip('.h5')}/{dir_comps[6]}" def get_gedi_data(url): s3_fsspec = fsspec_access(assume_role_credentials("/iam/maap-data-reader")) diff --git a/main.py b/main.py index 56d76c97bd61f0ab030a1e1de63b2800daf7a265..802d7c72e5eb4a306eba765a52f246eba3232ddb 100644 --- a/main.py +++ b/main.py @@ -59,7 +59,10 @@ def gedi_bioindex(index): # level 2 metrics zGround = l2a_ds[beam]['elev_lowestmode'][index] # ground zTop = l2a_ds[beam]['elev_highestreturn'][index] # top of canopy (rh100) - rh100 = l2a_ds[beam]['rh'][index][-2] + rhArr = l2a_ds[beam]['rh'][index] + rh98 = rhArr[-2] + + # rhArr = l2a_ds[beam]['rh'][index][-2] ## Calculate bioindex from waveform elev_arr = np.linspace(zStart, zEnd, wfCount) @@ -81,14 +84,16 @@ def gedi_bioindex(index): cval = allom_df[allom_df['domain']==beam_domain]['HSE'].values[0] # get pgap - pgap = GapDS(waveform_smooth, ht_arr, np.array([rh100]), + pgap = GapDS(waveform_smooth, ht_arr, np.array([rh98]), calc_refl_vg = False, utm_x=None,utm_y=None,cval=cval) except: # bad data (fix for future) - return (np.nan,np.nan,np.nan,np.nan,np.nan,np.nan) + return (np.nan,np.nan,np.nan,np.nan,np.nan,np.nan, + np.nan,np.nan,np.nan,np.nan,np.nan,np.nan,np.nan,np.nan,np.nan,np.nan) # return a tuple of biwf and bfp - return (pgap.biWF[0], pgap.biFP[0], np.nanmin(pgap.gap), np.nanmax(pgap.lai), rh100, cval) + return (pgap.biWF[0], pgap.biFP[0], np.nanmin(pgap.gap), np.nanmax(pgap.lai), cval,rh98, + rhArr[94],rhArr[89], rhArr[84], rhArr[79], rhArr[74], rhArr[69], rhArr[64], rhArr[59], rhArr[54],rhArr[49]) ########## @@ -191,8 +196,21 @@ if __name__ == '__main__': biFP_list.append(results[1]) gap_list.append(results[2]) lai_list.append(results[3]) - rh_list.append(results[4]) - cval_list.append(results[5]) + cval_list.append(results[4]) + rh98_list.append(results[5]) + rh95_list.append(results[6]) + rh90_list.append(results[7]) + rh85_list.append(results[8]) + rh80_list.append(results[9]) + rh75_list.append(results[10]) + rh70_list.append(results[11]) + rh65_list.append(results[12]) + rh60_list.append(results[13]) + rh55_list.append(results[14]) + rh50_list.append(results[15]) + + + print("Done!") # Create out_df to output as csv @@ -203,8 +221,19 @@ if __name__ == '__main__': new_df['bifp'] = np.round(biFP_list,3) new_df['gap'] = np.round(gap_list,3) new_df['lai'] = np.round(lai_list,3) - new_df['rh'] = np.round(rh_list,3) new_df['cval'] = np.round(cval_list,3) + new_df['rh98'] = np.round(rh98_list,3) + new_df['rh95'] = np.round(rh95_list,3) + new_df['rh90'] = np.round(rh90_list,3) + new_df['rh85'] = np.round(rh85_list,3) + new_df['rh80'] = np.round(rh80_list,3) + new_df['rh75'] = np.round(rh75_list,3) + new_df['rh70'] = np.round(rh70_list,3) + new_df['rh65'] = np.round(rh65_list,3) + new_df['rh60'] = np.round(rh60_list,3) + new_df['rh55'] = np.round(rh55_list,3) + new_df['rh50'] = np.round(rh50_list,3) + # append to df_list df_list.append(new_df) diff --git a/notebooks/.ipynb_checkpoints/GEDI-L1B-2020-URLS-checkpoint.txt b/notebooks/.ipynb_checkpoints/GEDI-L1B-2020-URLS-checkpoint.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab2009ee9ae16ac9105734d688ef6a9cbbf377de --- /dev/null +++ b/notebooks/.ipynb_checkpoints/GEDI-L1B-2020-URLS-checkpoint.txt @@ -0,0 +1,626 @@ 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+https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.31/GEDI02_A_2022243125140_O21055_03_T02667_02_003_02_V002.h5 +https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.31/GEDI02_A_2022243142430_O21056_03_T06784_02_003_02_V002.h5 \ No newline at end of file diff --git a/notebooks/run-gedi-biomass.ipynb b/notebooks/run-gedi-biomass.ipynb index cdd4d1135aa17769a17d6ed0c1fd889a1d48a63c..9a54c7cee028c73d110fc34b63ad7af8c501e6ff 100644 --- a/notebooks/run-gedi-biomass.ipynb +++ b/notebooks/run-gedi-biomass.ipynb @@ -18,6 +18,14 @@ "maap = MAAP(maap_host='api.maap-project.org')" ] }, + { + "cell_type": "code", + "execution_count": null, + "id": "8f7602c1-1d8a-43f0-9209-235204d0c77d", + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": 2, @@ -50,7 +58,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "b39e76ac-d765-4b8c-baf1-fe41f3296de9", "metadata": { "tags": [] @@ -60,14 +68,17 @@ "name": "stdout", "output_type": "stream", "text": [ - "on file num: 500\r" + "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.07/GEDI01_B_2022158224411_O19743_03_T10532_02_005_02_V002.h5\n", + "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.08/GEDI01_B_2022159001702_O19744_03_T08957_02_005_02_V002.h5\n", + "on file num: 400\r" ] } ], "source": [ "# Change to appropriate filepaths for urls\n", - "l1b_urls_fpath = \"../GEDI-L1B-2021-URLS.txt\"\n", - "l2a_urls_fpath = \"../GEDI-L2A-2021-URLS.txt\"\n", + "year = \"2022\"\n", + "l1b_urls_fpath = f\"./GEDI-L1B-{year}-URLS.txt\"\n", + "l2a_urls_fpath = f\"./GEDI-L2A-{year}-URLS.txt\"\n", "# l1b_urls_fpath = \"/projects/biomass-gedi-conus/data/GEDI-L1B-2022-URLS.txt\"\n", "# l2a_urls_fpath = \"/projects/biomass-gedi-conus/data/GEDI-L2A-2022-URLS.txt\"\n", "\n", @@ -90,7 +101,7 @@ " \n", " # print(l1b_fp)\n", " # print(l2a_fp)\n", - " job = maap.submitJob(identifier=\"GEDI-biomass-2022\",\n", + " job = maap.submitJob(identifier=f\"GEDI-biomass-{year}\",\n", " algo_id=\"arojas_biomass_gedi\",\n", " version=\"master\",\n", " username=\"arojearthdata\",\n", @@ -99,7 +110,7 @@ " L2A_URL=l2a_fp)\n", " jobs_list.append(job)\n", " \n", - " if counter%100==0:\n", + " if counter%200==0:\n", " print(\"on file num: \", counter, end='\\r')\n", " # break\n", " time.sleep(900)\n", @@ -108,7 +119,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 6, "id": "8f0b9f73-ffb1-40b7-be0e-b31480571a4a", "metadata": { "tags": [] @@ -117,10 +128,10 @@ { "data": { "text/plain": [ - "525" + "568" ] }, - "execution_count": 4, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -228,7 +239,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 12, "id": "9ecb7ffc-319f-40c9-8f6e-d18b6ea1c890", "metadata": { "tags": [] @@ -236,7 +247,10 @@ "outputs": [], "source": [ "import glob\n", - "indir = \"/projects/my-private-bucket/dps_output/arojas_biomass_gedi/master/GEDI-biomass-2022\"\n", + "import os\n", + "\n", + "year = \"2022\"\n", + "indir = f\"/projects/my-private-bucket/dps_output/arojas_biomass_gedi/master/GEDI-biomass-{year}\"\n", "csv_list = []\n", "for subdir, dirs, files in os.walk(indir):\n", " for file in files:\n", @@ -250,7 +264,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 36, "id": "f3ae4e2c-fa90-41ae-8fa2-9e3fd1241157", "metadata": { "tags": [] @@ -259,10 +273,10 @@ { "data": { "text/plain": [ - "302" + "575" ] }, - "execution_count": 7, + "execution_count": 36, "metadata": {}, "output_type": "execute_result" } @@ -273,7 +287,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 14, "id": "5bb204a4-e7d4-4a83-898f-81db03d080aa", "metadata": { "tags": [] @@ -293,7 +307,189 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, + "id": "80e44da2-ec4d-4fa0-83ce-f7d5efc66c38", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "4424511a-a0a7-4133-9953-8e1f98006571", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "x = 3.99999\n", + "x = 4.0001" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "cf00f2b7-11a5-4336-b752-71ba7f57e8b0", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "f = (4-x)/(2-x**(1/2))" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "00d246cf-40f3-4de9-b470-8b14e36ba61b", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "4.000024999820807\n" + ] + } + ], + "source": [ + "print(f)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d021c2d9-ef26-4fa6-af1d-4196a3687132", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3cba4423-c4cd-4cb6-b59f-1ab5d1fe770c", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "bd964401-e191-41e7-882d-a08bd16a9c24", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "DONE\n" + ] + } + ], + "source": [ + "import shutil\n", + "outdir = f\"/projects/my-private-bucket/GEDI/biomass/{year}\"\n", + "for fp in csv_list:\n", + " basename = os.path.basename(fp)\n", + " outfp = os.path.join(outdir, basename)\n", + " shutil.move(fp, outfp)\n", + "print(\"DONE\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f5e9b2bd-9ff8-4aa5-a46b-71d85ac0308c", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d741ea8a-66ae-410f-baa3-3db6dea67069", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "8e4faea6-c758-4d05-99ff-b0ff285fa28a", + "metadata": { + "tags": [] + }, + "outputs": [], + "source": [ + "import glob\n", + "indir = f\"/projects/my-private-bucket/GEDI/biomass/{year}\"\n", + "csv_list = []\n", + "for subdir, dirs, files in os.walk(indir):\n", + " for file in files:\n", + " if file.endswith(\".csv\"):\n", + " # fp = os.path.join(subdir, file)\n", + " # print(fp)\n", + " # csv_list.append(fp)\n", + " csv_list.append(os.path.join(subdir,file))" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "2580f87f-5566-4c92-82dd-580d95f0c53d", + "metadata": { + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "519\n" + ] + } + ], + "source": [ + "print(len(csv_list))" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e15fbc65-41d8-40dd-abaa-fd97fb630e04", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "44ba1dd3-578d-4aa7-a6b0-11d1386596e8", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b48b7c13-1fe0-416a-88bb-4a3253fe9aac", + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 10, "id": "bb5b4efc", "metadata": { "scrolled": true, @@ -305,2752 +501,205 @@ "output_type": "stream", "text": [ "Running this cell now!\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.31/GEDI01_B_2022243142430_O21056_03_T06784_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.31/GEDI02_A_2022243142430_O21056_03_T06784_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.31/GEDI01_B_2022243125140_O21055_03_T02667_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.31/GEDI02_A_2022243125140_O21055_03_T02667_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.31/GEDI01_B_2022243111849_O21054_03_T05512_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.31/GEDI02_A_2022243111849_O21054_03_T05512_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.31/GEDI01_B_2022243094558_O21053_02_T01242_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.31/GEDI02_A_2022243094558_O21053_02_T01242_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.31/GEDI01_B_2022243081308_O21052_02_T04087_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.31/GEDI02_A_2022243081308_O21052_02_T04087_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.31/GEDI01_B_2022243064017_O21051_02_T02816_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.31/GEDI02_A_2022243064017_O21051_02_T02816_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.30/GEDI01_B_2022242151152_O21041_03_T05958_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.30/GEDI02_A_2022242151152_O21041_03_T05958_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.30/GEDI01_B_2022242133901_O21040_03_T01841_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.30/GEDI02_A_2022242133901_O21040_03_T01841_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.30/GEDI01_B_2022242120610_O21039_03_T10378_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.30/GEDI02_A_2022242120610_O21039_03_T10378_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.30/GEDI01_B_2022242103320_O21038_02_T00416_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.30/GEDI02_A_2022242103320_O21038_02_T00416_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.30/GEDI01_B_2022242090029_O21037_02_T03261_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.30/GEDI02_A_2022242090029_O21037_02_T03261_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.30/GEDI01_B_2022242072738_O21036_02_T10528_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.30/GEDI02_A_2022242072738_O21036_02_T10528_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.30/GEDI01_B_2022242055448_O21035_02_T07681_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.30/GEDI02_A_2022242055448_O21035_02_T07681_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.29/GEDI01_B_2022241155913_O21026_03_T05132_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.29/GEDI02_A_2022241155913_O21026_03_T05132_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.29/GEDI01_B_2022241142622_O21025_03_T03708_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.29/GEDI02_A_2022241142622_O21025_03_T03708_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.29/GEDI01_B_2022241125331_O21024_03_T02437_02_005_02_V002.h5\n", + "Running https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.03/GEDI01_B_2022154163608_O19677_02_T01836_02_005_02_V002.h5\n", "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.29/GEDI02_A_2022241125331_O21024_03_T02437_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.29/GEDI01_B_2022241112041_O21023_02_T10974_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.29/GEDI02_A_2022241112041_O21023_02_T10974_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.29/GEDI01_B_2022241094750_O21022_02_T01012_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.29/GEDI02_A_2022241094750_O21022_02_T01012_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.29/GEDI01_B_2022241081459_O21021_02_T03857_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.29/GEDI02_A_2022241081459_O21021_02_T03857_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.29/GEDI01_B_2022241064209_O21020_02_T02586_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.29/GEDI02_A_2022241064209_O21020_02_T02586_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.28/GEDI01_B_2022240164632_O21011_03_T07152_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.28/GEDI02_A_2022240164632_O21011_03_T07152_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.28/GEDI01_B_2022240151342_O21010_03_T02882_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.28/GEDI02_A_2022240151342_O21010_03_T02882_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.28/GEDI01_B_2022240134051_O21009_03_T01611_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.28/GEDI02_A_2022240134051_O21009_03_T01611_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.28/GEDI01_B_2022240120800_O21008_03_T08572_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.28/GEDI02_A_2022240120800_O21008_03_T08572_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.28/GEDI01_B_2022240103510_O21007_02_T00186_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.08.28/GEDI02_A_2022240103510_O21007_02_T00186_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.28/GEDI01_B_2022240090219_O21006_02_T03031_02_005_02_V002.h5\n", - "\n", - 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"https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.05/GEDI01_B_2022156211303_O19711_03_T08878_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.05/GEDI02_A_2022156211303_O19711_03_T08878_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.05/GEDI01_B_2022156194012_O19710_02_T10453_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.05/GEDI02_A_2022156194012_O19710_02_T10453_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.03/GEDI01_B_2022154180859_O19678_02_T02954_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.03/GEDI02_A_2022154180859_O19678_02_T02954_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.03/GEDI01_B_2022154163608_O19677_02_T01836_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.03/GEDI02_A_2022154163608_O19677_02_T01836_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.02/GEDI01_B_2022153185613_O19663_02_T09243_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.02/GEDI02_A_2022153185613_O19663_02_T09243_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.02/GEDI01_B_2022153172322_O19662_02_T10818_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.02/GEDI02_A_2022153172322_O19662_02_T10818_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.02/GEDI01_B_2022153015451_O19652_03_T01306_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.02/GEDI02_A_2022153015451_O19652_03_T01306_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.02/GEDI01_B_2022153002200_O19651_03_T06997_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.02/GEDI02_A_2022153002200_O19651_03_T06997_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.01/GEDI01_B_2022152211617_O19649_02_T09841_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.01/GEDI02_A_2022152211617_O19649_02_T09841_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.06.01/GEDI01_B_2022152194326_O19648_02_T04301_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.06.01/GEDI02_A_2022152194326_O19648_02_T04301_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.31/GEDI01_B_2022151203036_O19633_02_T06321_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.31/GEDI02_A_2022151203036_O19633_02_T06321_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.31/GEDI01_B_2022151032913_O19622_03_T09615_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.31/GEDI02_A_2022151032913_O19622_03_T09615_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.31/GEDI01_B_2022151015622_O19621_03_T11190_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.31/GEDI02_A_2022151015622_O19621_03_T11190_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.31/GEDI01_B_2022151002331_O19620_03_T08343_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.31/GEDI02_A_2022151002331_O19620_03_T08343_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.30/GEDI01_B_2022150225040_O19619_02_T06919_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.30/GEDI02_A_2022150225040_O19619_02_T06919_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.30/GEDI01_B_2022150211749_O19618_02_T11340_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.30/GEDI02_A_2022150211749_O19618_02_T11340_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.30/GEDI01_B_2022150194457_O19617_02_T08493_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.30/GEDI02_A_2022150194457_O19617_02_T08493_02_003_03_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.30/GEDI01_B_2022150041625_O19607_03_T08789_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.30/GEDI01_B_2022150024333_O19606_03_T04672_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.30/GEDI01_B_2022150011042_O19605_03_T00402_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.29/GEDI01_B_2022149233751_O19604_02_T03247_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.29/GEDI01_B_2022149220459_O19603_02_T10514_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.29/GEDI02_A_2022149220459_O19603_02_T10514_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.29/GEDI01_B_2022149203208_O19602_02_T07667_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.29/GEDI02_A_2022149203208_O19602_02_T07667_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.29/GEDI01_B_2022149185917_O19601_02_T00551_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.29/GEDI02_A_2022149185917_O19601_02_T00551_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.29/GEDI01_B_2022149033043_O19591_03_T05269_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.29/GEDI02_A_2022149033043_O19591_03_T05269_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.29/GEDI01_B_2022149015752_O19590_03_T06691_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.29/GEDI02_A_2022149015752_O19590_03_T06691_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.29/GEDI01_B_2022149002500_O19589_03_T09536_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.29/GEDI02_A_2022149002500_O19589_03_T09536_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.28/GEDI01_B_2022148225209_O19588_02_T11111_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.28/GEDI02_A_2022148225209_O19588_02_T11111_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.28/GEDI01_B_2022148211917_O19587_02_T08264_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.28/GEDI02_A_2022148211917_O19587_02_T08264_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.28/GEDI01_B_2022148194626_O19586_02_T06840_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.28/GEDI02_A_2022148194626_O19586_02_T06840_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.28/GEDI01_B_2022148041751_O19576_03_T07289_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.28/GEDI02_A_2022148041751_O19576_03_T07289_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.28/GEDI01_B_2022148011208_O19574_03_T01748_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.28/GEDI02_A_2022148011208_O19574_03_T01748_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.27/GEDI01_B_2022147233918_O19573_02_T04593_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.27/GEDI02_A_2022147233918_O19573_02_T04593_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.27/GEDI01_B_2022147220626_O19572_02_T00323_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.27/GEDI02_A_2022147220626_O19572_02_T00323_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.27/GEDI01_B_2022147050459_O19561_03_T06463_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.27/GEDI02_A_2022147050459_O19561_03_T06463_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.27/GEDI01_B_2022147033207_O19560_03_T09308_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.27/GEDI02_A_2022147033207_O19560_03_T09308_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.27/GEDI01_B_2022147015916_O19559_03_T10883_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.27/GEDI02_A_2022147015916_O19559_03_T10883_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.26/GEDI01_B_2022146225333_O19557_02_T06612_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.26/GEDI02_A_2022146225333_O19557_02_T06612_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.26/GEDI01_B_2022146212041_O19556_02_T09457_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.26/GEDI02_A_2022146212041_O19556_02_T09457_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.26/GEDI01_B_2022146055205_O19546_03_T04214_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.26/GEDI01_B_2022146041913_O19545_03_T09905_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.26/GEDI02_A_2022146041913_O19545_03_T09905_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.26/GEDI01_B_2022146024621_O19544_03_T10057_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.26/GEDI02_A_2022146024621_O19544_03_T10057_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.26/GEDI01_B_2022146011330_O19543_02_T00095_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.26/GEDI02_A_2022146011330_O19543_02_T00095_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.25/GEDI01_B_2022145063909_O19531_03_T09080_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.25/GEDI02_A_2022145063909_O19531_03_T09080_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.25/GEDI01_B_2022145033326_O19529_03_T00693_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.25/GEDI02_A_2022145033326_O19529_03_T00693_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.25/GEDI01_B_2022145020034_O19528_03_T07807_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.25/GEDI02_A_2022145020034_O19528_03_T07807_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.25/GEDI01_B_2022145002743_O19527_02_T02267_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.25/GEDI02_A_2022145002743_O19527_02_T02267_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.24/GEDI01_B_2022144225451_O19526_02_T05112_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.24/GEDI01_B_2022144212159_O19525_02_T00842_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.24/GEDI01_B_2022144024738_O19513_03_T09827_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.24/GEDI02_A_2022144024738_O19513_03_T09827_02_003_03_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.24/GEDI01_B_2022144011446_O19512_02_T04287_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.23/GEDI01_B_2022143220903_O19510_02_T02862_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.23/GEDI01_B_2022143064024_O19500_03_T06157_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.23/GEDI02_A_2022143064024_O19500_03_T06157_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.23/GEDI01_B_2022143050733_O19499_03_T09002_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.23/GEDI02_A_2022143050733_O19499_03_T09002_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.23/GEDI01_B_2022143033441_O19498_03_T10577_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.23/GEDI02_A_2022143033441_O19498_03_T10577_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.23/GEDI01_B_2022143020149_O19497_02_T06307_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.23/GEDI02_A_2022143020149_O19497_02_T06307_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.22/GEDI01_B_2022142225605_O19495_02_T09151_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.22/GEDI02_A_2022142225605_O19495_02_T09151_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.22/GEDI01_B_2022142212313_O19494_02_T05034_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.22/GEDI01_B_2022142072725_O19485_03_T03908_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.22/GEDI02_A_2022142072725_O19485_03_T03908_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.22/GEDI01_B_2022142055433_O19484_03_T11175_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.22/GEDI02_A_2022142055433_O19484_03_T11175_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.22/GEDI01_B_2022142042141_O19483_03_T08328_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.22/GEDI02_A_2022142042141_O19483_03_T08328_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.22/GEDI01_B_2022142024849_O19482_02_T06904_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.22/GEDI02_A_2022142024849_O19482_02_T06904_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.22/GEDI01_B_2022142011558_O19481_02_T09749_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.22/GEDI02_A_2022142011558_O19481_02_T09749_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.21/GEDI01_B_2022141234306_O19480_02_T11324_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.21/GEDI02_A_2022141234306_O19480_02_T11324_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.21/GEDI01_B_2022141221014_O19479_02_T07054_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.21/GEDI02_A_2022141221014_O19479_02_T07054_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.19/GEDI01_B_2022139064237_O19438_03_T04580_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.19/GEDI02_A_2022139064237_O19438_03_T04580_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.19/GEDI01_B_2022139020400_O19435_02_T10422_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.19/GEDI02_A_2022139020400_O19435_02_T10422_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.18/GEDI01_B_2022138090225_O19424_03_T05178_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.18/GEDI01_B_2022138042348_O19421_03_T11020_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.18/GEDI01_B_2022138011804_O19419_02_T06749_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.18/GEDI02_A_2022138011804_O19419_02_T06749_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.17/GEDI01_B_2022137234511_O19418_02_T02632_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.17/GEDI02_A_2022137234511_O19418_02_T02632_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.17/GEDI01_B_2022137081627_O19408_03_T08620_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.17/GEDI02_A_2022137081627_O19408_03_T08620_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.17/GEDI01_B_2022137064335_O19407_03_T10195_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.17/GEDI01_B_2022137051042_O19406_03_T07348_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.17/GEDI01_B_2022137033750_O19405_02_T03078_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.17/GEDI01_B_2022137020458_O19404_02_T01807_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.17/GEDI01_B_2022137003205_O19403_02_T10344_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.16/GEDI01_B_2022136090323_O19393_03_T05101_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.16/GEDI02_A_2022136090323_O19393_03_T05101_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.16/GEDI01_B_2022136055738_O19391_03_T03676_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.16/GEDI02_A_2022136055738_O19391_03_T03676_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.16/GEDI01_B_2022136025153_O19389_02_T08096_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.16/GEDI01_B_2022136011900_O19388_02_T06672_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.15/GEDI01_B_2022135234608_O19387_02_T09517_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.15/GEDI01_B_2022135095015_O19378_03_T05698_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.15/GEDI02_A_2022135095015_O19378_03_T05698_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.15/GEDI01_B_2022135081722_O19377_03_T08543_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.15/GEDI02_A_2022135081722_O19377_03_T08543_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.15/GEDI01_B_2022135064429_O19376_03_T08542_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.14/GEDI01_B_2022134103717_O19363_03_T09141_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.14/GEDI01_B_2022134090427_O19362_03_T10716_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.14/GEDI02_A_2022134090427_O19362_03_T10716_02_003_03_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.14/GEDI01_B_2022134073137_O19361_03_T07869_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.14/GEDI01_B_2022134055846_O19360_03_T09291_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.14/GEDI01_B_2022134042556_O19359_02_T09290_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.14/GEDI02_A_2022134042556_O19359_02_T09290_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.13/GEDI01_B_2022133095152_O19347_03_T09737_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.13/GEDI02_A_2022133095152_O19347_03_T09737_02_003_03_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.13/GEDI01_B_2022133081902_O19346_03_T08466_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.13/GEDI01_B_2022133064612_O19345_03_T07042_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.13/GEDI01_B_2022133051321_O19344_02_T04195_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.13/GEDI01_B_2022133034031_O19343_02_T01501_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.13/GEDI01_B_2022133020741_O19342_02_T05769_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.12/GEDI01_B_2022132073336_O19330_03_T07639_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.12/GEDI02_A_2022132073336_O19330_03_T07639_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.12/GEDI01_B_2022132060046_O19329_02_T07791_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.12/GEDI01_B_2022132042756_O19328_02_T09213_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.12/GEDI01_B_2022132025505_O19327_02_T10788_02_005_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.12/GEDI01_B_2022132012215_O19326_02_T06365_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.11/GEDI01_B_2022131112641_O19317_03_T11084_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.11/GEDI02_A_2022131112641_O19317_03_T11084_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.11/GEDI01_B_2022131095351_O19316_03_T08237_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.11/GEDI02_A_2022131095351_O19316_03_T08237_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.11/GEDI01_B_2022131082100_O19315_03_T09659_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.11/GEDI02_A_2022131082100_O19315_03_T09659_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.11/GEDI01_B_2022131064810_O19314_02_T11234_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.11/GEDI02_A_2022131064810_O19314_02_T11234_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.11/GEDI01_B_2022131051519_O19313_02_T11080_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.11/GEDI02_A_2022131051519_O19313_02_T11080_02_003_03_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.11/GEDI01_B_2022131034229_O19312_02_T08233_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.11/GEDI01_B_2022131020939_O19311_02_T06962_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.11/GEDI02_A_2022131020939_O19311_02_T06962_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.10/GEDI01_B_2022130121404_O19302_03_T08682_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.10/GEDI02_A_2022130121404_O19302_03_T08682_02_003_03_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.10/GEDI01_B_2022130090823_O19300_03_T05987_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.10/GEDI01_B_2022130073533_O19299_03_T05986_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.10/GEDI02_A_2022130073533_O19299_03_T05986_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.10/GEDI01_B_2022130060242_O19298_02_T10407_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.10/GEDI02_A_2022130060242_O19298_02_T10407_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.10/GEDI01_B_2022130042952_O19297_02_T07560_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.10/GEDI02_A_2022130042952_O19297_02_T07560_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.10/GEDI01_B_2022130025702_O19296_02_T06136_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.09/GEDI01_B_2022129112839_O19286_03_T08008_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.09/GEDI02_A_2022129112839_O19286_03_T08008_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.09/GEDI01_B_2022129095548_O19285_03_T06584_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.09/GEDI02_A_2022129095548_O19285_03_T06584_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.09/GEDI01_B_2022129065007_O19283_02_T08005_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.09/GEDI02_A_2022129065007_O19283_02_T08005_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.09/GEDI01_B_2022129051716_O19282_02_T11003_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.09/GEDI02_A_2022129051716_O19282_02_T11003_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.09/GEDI01_B_2022129034426_O19281_02_T02464_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.08/GEDI01_B_2022128104310_O19270_03_T01489_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.08/GEDI02_A_2022128104310_O19270_03_T01489_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.08/GEDI01_B_2022128073728_O19268_02_T00064_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.08/GEDI02_A_2022128073728_O19268_02_T00064_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.08/GEDI01_B_2022128060438_O19267_02_T02909_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.08/GEDI02_A_2022128060438_O19267_02_T02909_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.08/GEDI01_B_2022128043147_O19266_02_T01638_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.08/GEDI02_A_2022128043147_O19266_02_T01638_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.07/GEDI01_B_2022127130321_O19256_03_T04780_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.07/GEDI02_A_2022127130321_O19256_03_T04780_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.07/GEDI01_B_2022127113030_O19255_03_T09048_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.07/GEDI02_A_2022127113030_O19255_03_T09048_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.07/GEDI01_B_2022127095740_O19254_03_T03355_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.07/GEDI02_A_2022127095740_O19254_03_T03355_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.07/GEDI01_B_2022127082449_O19253_02_T04930_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.07/GEDI02_A_2022127082449_O19253_02_T04930_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.07/GEDI01_B_2022127051908_O19251_02_T02235_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.07/GEDI02_A_2022127051908_O19251_02_T02235_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.06/GEDI01_B_2022126135041_O19241_03_T05377_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.06/GEDI02_A_2022126135041_O19241_03_T05377_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.06/GEDI01_B_2022126121750_O19240_03_T01107_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.06/GEDI02_A_2022126121750_O19240_03_T01107_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.04/GEDI01_B_2022124135228_O19210_03_T08146_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.04/GEDI02_A_2022124135228_O19210_03_T08146_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.04/GEDI01_B_2022124121938_O19209_03_T09568_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.04/GEDI01_B_2022124104647_O19208_03_T10990_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.04/GEDI02_A_2022124104647_O19208_03_T10990_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.04/GEDI01_B_2022124091356_O19207_02_T01181_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.04/GEDI02_A_2022124091356_O19207_02_T01181_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.04/GEDI01_B_2022124060814_O19205_02_T01026_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.04/GEDI02_A_2022124060814_O19205_02_T01026_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.03/GEDI01_B_2022123082823_O19191_02_T00201_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.03/GEDI01_B_2022123065532_O19190_02_T03046_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.03/GEDI02_A_2022123065532_O19190_02_T03046_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.03/GEDI01_B_2022123052241_O19189_02_T04621_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.02/GEDI01_B_2022122122121_O19178_03_T06339_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.02/GEDI02_A_2022122122121_O19178_03_T06339_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.02/GEDI01_B_2022122104830_O19177_03_T07914_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.02/GEDI02_A_2022122104830_O19177_03_T07914_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.02/GEDI01_B_2022122074249_O19175_02_T09335_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.02/GEDI02_A_2022122074249_O19175_02_T09335_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.02/GEDI01_B_2022122060958_O19174_02_T09334_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.02/GEDI02_A_2022122060958_O19174_02_T09334_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.01/GEDI01_B_2022121144129_O19164_03_T04091_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.01/GEDI01_B_2022121130838_O19163_03_T02820_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.01/GEDI02_A_2022121130838_O19163_03_T02820_02_003_02_V002.h5\n", - "\n", - "No matching L2 file! https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.01/GEDI01_B_2022121113547_O19162_03_T05665_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.01/GEDI01_B_2022121100256_O19161_02_T01395_02_005_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.01/GEDI02_A_2022121100256_O19161_02_T01395_02_003_02_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.01/GEDI01_B_2022121083005_O19160_02_T09932_02_005_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.01/GEDI02_A_2022121083005_O19160_02_T09932_02_003_03_V002.h5\n", - "\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.05.01/GEDI01_B_2022121065714_O19159_02_T10084_02_005_02_V002.h5\n", - "https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI02_A.002/2022.05.01/GEDI02_A_2022121065714_O19159_02_T10084_02_003_02_V002.h5\n", + "Running https://e4ftl01.cr.usgs.gov//GEDI_L1_L2/GEDI/GEDI01_B.002/2022.08.31/GEDI01_B_2022243142430_O21056_03_T06784_02_005_02_V002.h5\n", "Done\n" ] } ], "source": [ + "# # Change to appropriate filepaths for urls\n", + "# year = \"2020\"\n", + "# l1b_urls_fpath = f\"./GEDI-L1B-{year}-URLS.txt\"\n", + "# l2a_urls_fpath = f\"./GEDI-L2A-{year}-URLS.txt\"\n", "\n", - "# print(\"Waiting some time to run this cell...\")\n", - "# time.sleep(3600)\n", - "print(\"Running this cell now!\")\n", - "# Get all CSV files\n", - "indir = \"/projects/my-private-bucket/dps_output/arojas_biomass_gedi/master/GEDI-biomass-2022\"\n", - "csv_list = []\n", - "for subdir, dirs, files in os.walk(indir):\n", - " for file in files:\n", - " if file.endswith(\".csv\"):\n", - " # fp = os.path.join(subdir, file)\n", - " # print(fp)\n", - " # csv_list.append(fp)\n", - " csv_list.append(file)\n", - "\n", - "\n", - "# Change to appropriate filepaths for urls\n", - "l1b_urls_fpath = \"/projects/biomass-gedi-conus/data/GEDI-L1B-2022-URLS.txt\"\n", - "l2a_urls_fpath = \"/projects/biomass-gedi-conus/data/GEDI-L2A-2022-URLS.txt\"\n", + "# # print(\"Waiting some time to run this cell...\")\n", + "# print(\"Running this cell now!\")\n", + "# # Get all CSV files\n", + "# indir = f\"/projects/my-private-bucket/dps_output/arojas_biomass_gedi/master/GEDI-biomass-{year}-v2\"\n", + "# csv_list = []\n", + "# for subdir, dirs, files in os.walk(indir):\n", + "# for file in files:\n", + "# if file.endswith(\".csv\"):\n", + "# # fp = os.path.join(subdir, file)\n", + "# # print(fp)\n", + "# # csv_list.append(fp)\n", + "# csv_list.append(file)\n", "\n", - "with open(l1b_urls_fpath) as f:\n", - " l1b_fpaths = f.readlines()\n", - "with open(l2a_urls_fpath) as f:\n", - " l2a_fpaths = f.readlines()\n", + "# with open(l1b_urls_fpath) as f:\n", + "# l1b_fpaths = f.readlines()\n", + "# with open(l2a_urls_fpath) as f:\n", + "# l2a_fpaths = f.readlines()\n", "\n", - "# Get matching string pattern and run main.py\n", - "jobs_list = []\n", - "counter=1\n", - "for l1b_fp in l1b_fpaths:\n", - " # Get string pattern\n", - " str_pattern = re.findall(\"[0-9]{13}\", os.path.basename(l1b_fp))[0] \n", - " try:\n", - " l2a_fp = [s for s in l2a_fpaths if str_pattern in s][0]\n", - " except:\n", - " print(\"No matching L2 file!\", l1b_fp)\n", - " continue\n", - " \n", - " # Check if file was already downloaded\n", - " date_str = os.path.basename(l1b_fp).split(\"_\")[2]\n", - " if any(date_str in x for x in csv_list):\n", - " continue\n", + "# # Get matching string pattern and run main.py\n", + "# jobs_list = []\n", + "# counter=1\n", + "# for l1b_fp in l1b_fpaths:\n", + "# # Get string pattern\n", + "# str_pattern = re.findall(\"[0-9]{13}\", os.path.basename(l1b_fp))[0] \n", + "# try:\n", + "# l2a_fp = [s for s in l2a_fpaths if str_pattern in s][0]\n", + "# except:\n", + "# print(\"No matching L2 file!\", l1b_fp)\n", + "# continue\n", " \n", - " print(l1b_fp)\n", - " print(l2a_fp)\n", - " job = maap.submitJob(identifier=\"GEDI-biomass-2022\",\n", - " algo_id=\"arojas_biomass_gedi\",\n", - " version=\"master\",\n", - " username=\"arojearthdata\",\n", - " queue=\"maap-dps-worker-8gb\",\n", - " L1B_URL=l1b_fp,\n", - " L2A_URL=l2a_fp)\n", - " jobs_list.append(job)\n", + "# # Check if file was already downloaded\n", + "# date_str = os.path.basename(l1b_fp).split(\"_\")[2]\n", + "# if any(date_str in x for x in csv_list):\n", + "# continue\n", " \n", - " if counter%100==0:\n", - " print(\"on file num: \", counter, end='\\r')\n", - " counter+=1\n", + "# print(f\"Running {l1b_fp}\")\n", + "# job = maap.submitJob(identifier=f\"GEDI-biomass-{year}-v2\",\n", + "# algo_id=\"arojas_biomass_gedi\",\n", + "# version=\"master\",\n", + "# username=\"arojearthdata\",\n", + "# queue=\"maap-dps-worker-16gb\",\n", + "# L1B_URL=l1b_fp,\n", + "# L2A_URL=l2a_fp)\n", + "# jobs_list.append(job)\n", + " \n", + "# if counter%100==0:\n", + "# print(\"on file num: \", counter, end='\\r')\n", + "# counter+=1\n", "\n", - "print('Done')" + "# print('Done')" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 11, "id": "6d8ef38d", "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "58" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "counter" + ] }, { "cell_type": "code", @@ -3074,27 +723,11 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "b364772a", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "<KeysViewHDF5 ['BEAM0000', 'BEAM0001', 'BEAM0010', 'BEAM0011', 'BEAM0101', 'BEAM0110', 'BEAM1000', 'BEAM1011', 'METADATA']>\n", - "[243.6951 244.02603 244.26328 244.186 243.79663 243.32755 243.1004\n", - " 243.24414 243.63077 243.96375]\n" - ] - } - ], - "source": [ - "import h5py\n", - "fp = \"../output/GEDI01_B_2022243142430_O21056_03_T06784_02_005_02_V002.h5\"\n", - "with h5py.File(fp, \"r\") as f:\n", - " print(f.keys())\n", - " print(f['BEAM0000'][\"rxwaveform\"][:10])" - ] + "outputs": [], + "source": [] }, { "cell_type": "code",