diff --git a/.env b/.env
index 3f8f1ce..5daf3b5 100644
Binary files a/.env and b/.env differ
diff --git a/_targets.R b/_targets.R
index aa5172f..d7e8f41 100644
--- a/_targets.R
+++ b/_targets.R
@@ -802,7 +802,7 @@ data_targets <- tar_plan(
   tar_target(ndvi_anomalies_lagged, lag_data(data_files = ndvi_anomalies,
                                              lag_intervals,
                                              model_dates_selected,
-                                             overwrite = TRUE,
+                                             overwrite = parse_flag("OVERWRITE_NDVI_ANOMALIES_LAGGED"),
                                              lagged_data_directory = ndvi_anomalies_lagged_directory,
                                              basename_template = "ndvi_anomalies_lagged_{model_dates_selected}.gz.parquet",
                                              ndvi_anomalies_lagged_AWS), # Enforce dependency
@@ -817,32 +817,32 @@ data_targets <- tar_plan(
              error = "null"),
   
   # Get lagged weather data
-  tar_target(nasa_weather_transformed_lagged_directory, 
-             create_data_directory(directory_path = "data/nasa_weather_transformed_lagged")),
+  tar_target(weather_anomalies_lagged_directory, 
+             create_data_directory(directory_path = "data/weather_anomalies_lagged")),
   
-  tar_target(nasa_weather_transformed_lagged_AWS, AWS_get_folder(nasa_weather_transformed_lagged_directory,
-                                                                 nasa_weather_transformed_historical_means, # Enforce dependency
-                                                                 model_dates_selected), # Enforce dependency
+  tar_target(weather_anomalies_lagged_AWS, AWS_get_folder(weather_anomalies_lagged_directory,
+                                                          nasa_weather_transformed_historical_means, # Enforce dependency
+                                                          model_dates_selected), # Enforce dependency
              error = "null",
              cue = tar_cue("always")), # Enforce dependency
   
-  tar_target(nasa_weather_transformed_lagged, lag_data(nasa_weather_transformed,
-                                                       lag_intervals,
-                                                       model_dates_selected,
-                                                       nasa_weather_transformed_lagged_directory,
-                                                       overwrite = TRUE,
-                                                       nasa_weather_transformed_lagged_AWS), # Enforce dependency
+  tar_target(weather_anomalies_lagged, lag_data(weather_anomalies,
+                                                lag_intervals,
+                                                model_dates_selected,
+                                                overwrite = parse_flag("OVERWRITE_WEATHER_ANOMALIES_LAGGED"),
+                                                lagged_data_directory = weather_anomalies_lagged_directory,
+                                                basename_template = "weather_anomalies_lagged_{model_dates_selected}.gz.parquet",
+                                                weather_anomalies_lagged_AWS), # Enforce dependency
              pattern = map(model_dates_selected),
              error = "null",
              format = "file", 
              repository = "local"),  
   
   # Next step put ndvi_historical_means files on AWS.
-  tar_target(nasa_weather_transformed_lagged_AWS_upload, AWS_put_files(nasa_weather_transformed_lagged,
-                                                                       nasa_weather_transformed_lagged_directory),
+  tar_target(weather_anomalies_lagged_AWS_upload, AWS_put_files(weather_anomalies_lagged,
+                                                                       weather_anomalies_lagged_directory),
              error = "null"),
   
-  
   tar_target(africa_full_model_data_directory,
              create_data_directory(directory_path = "data/africa_full_model_data")),
   
diff --git a/_targets/meta/meta b/_targets/meta/meta
index 072c844..d39a9c3 100644
--- a/_targets/meta/meta
+++ b/_targets/meta/meta
@@ -1789,7 +1789,6 @@ modis_ndvi_transformed_directory|stem|460fab12fdd2135a|b1974624b45646de|b4f5e9cd
 modis_ndvi_transformed_e3e05981a80a830c|branch|ca74df9f80466617|9fa059b3b203ee7c|8c431bb5ae4dbee9|-993722372|data/modis_ndvi_transformed/transformed_modis_NDVI_2013-04-23.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-05-09.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-05-25.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-06-10.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-06-26.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-07-12.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-07-28.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-08-13.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-08-29.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2013-09-14.gz.parquet|t20048.8031332321s|8b89519e1bca2c95|17399395|file|local|vector|modis_ndvi_transformed||0.072||
 modis_ndvi_transformed_e9b068c4c72dda0a|branch|c4b1e54af70d36e0|9fa059b3b203ee7c|8c431bb5ae4dbee9|398007576|data/modis_ndvi_transformed/transformed_modis_NDVI_2022-06-26.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-07-12.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-07-28.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-08-13.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-08-29.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-09-14.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-09-30.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-10-16.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-11-01.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2022-11-17.gz.parquet|t20048.8238097345s|0618e7ac92d01655|17428537|file|local|vector|modis_ndvi_transformed||0.051||
 modis_task_end_dates|stem|599e13f989ffc2f7|e5651f7c722c1585|2c530c1562a7fbd1|1135944137||t20047.8405506457s|7441a7e00258ee99|194|qs|local|vector||modis_task_end_dates_3143de5839deaa52*modis_task_end_dates_77e80b79debd3699*modis_task_end_dates_c268cb0151a2fd79*modis_task_end_dates_fa0187df45c5b519*modis_task_end_dates_54a2278ca2d0ceed*modis_task_end_dates_aacd220cf317cc09*modis_task_end_dates_34fc34b0547c60fb*modis_task_end_dates_0d2fc7a5fa3bac36*modis_task_end_dates_42d425c8b0a850eb*modis_task_end_dates_09de486d405786cb*modis_task_end_dates_f0c73ad55a51d77a*modis_task_end_dates_34995d8356a2b6a8*modis_task_end_dates_8c371a2277bdf9e0*modis_task_end_dates_db2612a138585287*modis_task_end_dates_6d014e12f0cfa15b*modis_task_end_dates_639de6abffe7840f*modis_task_end_dates_e35ff720d3eab36a*modis_task_end_dates_df14479676118d50*modis_task_end_dates_6e54f83a336b9bcd*modis_task_end_dates_9e91fb6ebd5a3375|0.001||
-nasa_weather_AWS|stem|b09b8987c98d79b4|2b161a40958cfff2|d3e8fc9f6805c287|-150155870||t20069.7984709974s|0f5cc5be67b9db73|64|qs|local|vector|||0.1||
 nasa_weather_coordinates|stem|c312144a097343e1|d2456a8b0bf2b1ce|50679e6674130fc2|-719154067||t20047.8638953756s|693d64b73a5c93c8|2402|qs|local|vector|||0.062||
 nasa_weather_transformed|pattern|ca3f4ac206499912|15d6f5fc7d241979||-1657670430||||13448470056|file|local|vector||nasa_weather_transformed_cf9df4c1e618f88c*nasa_weather_transformed_9a67c7d28839b0e7*nasa_weather_transformed_acb8118730e40ba0*nasa_weather_transformed_b4a459589aacc1b8*nasa_weather_transformed_54376ec2c67826aa*nasa_weather_transformed_d22a67961c7fe456*nasa_weather_transformed_117bf9290901a6d1*nasa_weather_transformed_db2224dece69568b*nasa_weather_transformed_748d6a719307130b*nasa_weather_transformed_e285a7676568d56c*nasa_weather_transformed_aafe5dc2054009e8*nasa_weather_transformed_8c7725f385ee2f8c*nasa_weather_transformed_ce1e89aa2b0b69b0*nasa_weather_transformed_aa61febbeecf71aa*nasa_weather_transformed_93b7cbd155bab57d*nasa_weather_transformed_421c1861a193010d*nasa_weather_transformed_9a7ed91c755161a3*nasa_weather_transformed_380483712eec89de*nasa_weather_transformed_9f7c85d83ad8e430|0.12||
 nasa_weather_transformed_117bf9290901a6d1|branch|ddaa187204d6f455|15d6f5fc7d241979|6d1d96233d28ce04|401907156|data/nasa_weather_transformed/nasa_weather_2011.parquet|t20042.0567056801s|2f054d9bf6370464|709716204|file|local|vector|nasa_weather_transformed||0.003||
@@ -4079,33 +4078,6 @@ modis_ndvi_transformed_c8073a72b75ed533|branch|0e84d81d0ce9796a|9fa059b3b203ee7c
 modis_ndvi_transformed_3fb4f48556287283|branch|e1f57816ca68a2a5|9fa059b3b203ee7c|63c76586027377b2|1675071901|data/modis_ndvi_transformed/transformed_modis_NDVI_2024-02-18.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-03-05.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-03-21.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-04-06.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-04-22.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-05-08.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-05-24.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-06-09.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-06-25.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-07-11.gz.parquet|t20048.8275265411s|ef7f65c0d5820188|17383849|file|local|vector|modis_ndvi_transformed||0.064||
 modis_ndvi_transformed_4e1b3bbaa1c691a9|branch|378bc115cce99725|9fa059b3b203ee7c|63c76586027377b2|1578837721|data/modis_ndvi_transformed/transformed_modis_NDVI_2024-07-27.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-08-12.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-08-28.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-09-13.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-09-29.gz.parquet*data/modis_ndvi_transformed/transformed_modis_NDVI_2024-10-15.gz.parquet|t20048.8280993811s|4715019e65543134|10462149|file|local|vector|modis_ndvi_transformed||0.033||
 lag_intervals|stem|808f9675e4c8cef7|cdbd70cf6fb1ee8f|2c530c1562a7fbd1|1518821159||t20070.0242168618s|a29d5ace9b7e4d49|92|qs|local|vector|||0||
-modis_ndvi_token|stem|f5d3100044097e39|c9651bea035be41f|d768f2be884267f9|-1215548249||t20070.0242209894s|d71cb223d0e1842f|169|qs|local|vector|||0.237||
-sentinel_ndvi_token_file|stem|b6225429bfd90035|22a64a2def2333ed|dc6fe4ca1c9ada48|224257411||t20070.024232954s|ba51273727d9db07|90|qs|local|vector|||0.892||
-modis_ndvi_task_id_continent_b8398cf6a182f266|branch|2d4bdd0fef2ee351|8015e690c75b01f0|5c24664d56b12887|-800865216||t20070.0242424751s|2eb0407b4b608bfc|304|qs|local|vector|modis_ndvi_task_id_continent||0.582||
-modis_ndvi_task_id_continent_f6a5b200bb15f26f|branch|0c82e66ef803bd77|8015e690c75b01f0|5c24664d56b12887|-466996202||t20070.0242471528s|0cf7115564bb0d7c|305|qs|local|vector|modis_ndvi_task_id_continent||0.274||
-modis_ndvi_task_id_continent_481849ddfe255532|branch|67f9bf0585da5a7d|8015e690c75b01f0|5c24664d56b12887|-1591463727||t20070.0242517801s|0c8b2aa18f55762a|303|qs|local|vector|modis_ndvi_task_id_continent||0.271||
-modis_ndvi_task_id_continent_b2b3656f6f521bf3|branch|04e6b34944874da3|8015e690c75b01f0|5c24664d56b12887|-368434768||t20070.0242563275s|0c8b2aa18f55762a|303|qs|local|vector|modis_ndvi_task_id_continent||0.264||
-modis_ndvi_task_id_continent_a142abe0b2494707|branch|e5ffa810222c9214|8015e690c75b01f0|5c24664d56b12887|-723991981||t20070.0242607889s|0cf7115564bb0d7c|305|qs|local|vector|modis_ndvi_task_id_continent||0.258||
-modis_ndvi_task_id_continent_2a732a19281e5cf6|branch|75fa6f23deeb4329|8015e690c75b01f0|5c24664d56b12887|-1139250191||t20070.0242654047s|2eb0407b4b608bfc|304|qs|local|vector|modis_ndvi_task_id_continent||0.27||
-modis_ndvi_task_id_continent_5a39b22550cc5fc6|branch|d8fe5c1cba8db517|8015e690c75b01f0|5c24664d56b12887|-1109842874||t20070.0242702365s|0c8b2aa18f55762a|303|qs|local|vector|modis_ndvi_task_id_continent||0.288||
-modis_ndvi_task_id_continent_a0e38a7741e9ce00|branch|e562b207a2f33a07|8015e690c75b01f0|5c24664d56b12887|745435414||t20070.0242750899s|2eb0407b4b608bfc|304|qs|local|vector|modis_ndvi_task_id_continent||0.293||
-modis_ndvi_task_id_continent_b36eccca7e1c8d51|branch|53cf66d8b4267d72|8015e690c75b01f0|5c24664d56b12887|934812899||t20070.024279525s|0c8b2aa18f55762a|303|qs|local|vector|modis_ndvi_task_id_continent||0.254||
-modis_ndvi_task_id_continent_9ee57abf1dad3308|branch|cd10703d15d20708|8015e690c75b01f0|5c24664d56b12887|-946073291||t20070.0242839654s|fabb80dff42d75cb|307|qs|local|vector|modis_ndvi_task_id_continent||0.256||
-modis_ndvi_task_id_continent_611c2465331a939d|branch|6ec2772300cebdb8|8015e690c75b01f0|5c24664d56b12887|-1735851547||t20070.0242888374s|3b08e2f63a5e0c0d|300|qs|local|vector|modis_ndvi_task_id_continent||0.291||
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-modis_ndvi_task_id_continent_cd8b56527fb19ac3|branch|9e873fc68f41df49|8015e690c75b01f0|5c24664d56b12887|-2093840395||t20070.0243032199s|e818f06db8013bcf|306|qs|local|vector|modis_ndvi_task_id_continent||0.263||
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-modis_ndvi_task_id_continent_67d39fa2b67f1ab5|branch|4103914c301a0f2f|8015e690c75b01f0|5c24664d56b12887|1960818013||t20070.024322428s|0cf7115564bb0d7c|305|qs|local|vector|modis_ndvi_task_id_continent||0.249||
-modis_ndvi_task_id_continent_23064024f917bd25|branch|2afbf343dbaa4556|8015e690c75b01f0|5c24664d56b12887|-2082672318||t20070.0243272483s|2eb0407b4b608bfc|304|qs|local|vector|modis_ndvi_task_id_continent||0.289||
-modis_ndvi_task_id_continent_0c7ccd67d20bb178|branch|44d629bfcb8d5249|8015e690c75b01f0|5c24664d56b12887|-1252548177||t20070.024332461s|0cf7115564bb0d7c|305|qs|local|vector|modis_ndvi_task_id_continent||0.278||
-get_sentinel_ndvi_AWS|stem|b09b8987c98d79b4|38177eb2e51e61f8|b4a1944b6dcf136b|1676317113||t20070.0243419835s|0f5cc5be67b9db73|64|qs|local|vector|||0.562||
-modis_ndvi_transformed_AWS|stem|b09b8987c98d79b4|538bdbff9b232d30|f1903a4ac80037cc|926601598||t20070.0243572979s|0f5cc5be67b9db73|64|qs|local|vector|||0.214||
-ndvi_historical_means_AWS|stem|b09b8987c98d79b4|a3a576576383dcd5|58c2c30254896a94|-1402448397||t20070.024365599s|0f5cc5be67b9db73|64|qs|local|vector|||0.151||
-ndvi_anomalies_AWS|stem|b09b8987c98d79b4|636b8c27a707d755|78c1fc123e3dc282|519752598||t20070.0243691795s|0f5cc5be67b9db73|64|qs|local|vector|||0.138||
-ndvi_anomalies_lagged_AWS|stem|b09b8987c98d79b4|18195e1f8492c6bb|b1a59d7adc2dcedb|100066004||t20070.0243850722s|0f5cc5be67b9db73|64|qs|local|vector|||0.106||
 ndvi_anomalies_lagged_cfa46357c5422e85|branch|cbf05da5862f1d87|e0f885fdbb96b3a2|8502e3b44531bafe|1074302699|data/ndvi_anomalies_lagged/ndvi_anomalies_lagged_2005-01-14.gz.parquet|t20070.0244708143s|2d632fa2f3607102|8595901|file|local|vector|ndvi_anomalies_lagged||7.015||
 ndvi_anomalies_lagged_a0bd67ef9723e49c|branch|ffea7ac1e32188fd|e0f885fdbb96b3a2|8502e3b44531bafe|1772390797|data/ndvi_anomalies_lagged/ndvi_anomalies_lagged_2005-01-08.gz.parquet|t20070.0245086188s|0bda991409694937|4569682|file|local|vector|ndvi_anomalies_lagged||3.011||
 ndvi_anomalies_lagged_e4efa0d22235646e|branch|e8fd13f2154848a2|e0f885fdbb96b3a2|8502e3b44531bafe|-1858607252|data/ndvi_anomalies_lagged/ndvi_anomalies_lagged_2005-02-19.gz.parquet|t20070.0246535251s|5e987778bfc3c967|16742904|file|local|vector|ndvi_anomalies_lagged||12.132||
@@ -4253,200 +4225,6 @@ ndvi_anomalies_lagged_8bad23692ce5aa14|branch|1c987116a2063bf0|e0f885fdbb96b3a2|
 ndvi_anomalies_lagged_f479abb1f77b6614|branch|6fd57abe1ee8fdae|e0f885fdbb96b3a2|8502e3b44531bafe|-920299091|data/ndvi_anomalies_lagged/ndvi_anomalies_lagged_2011-01-11.gz.parquet|t20070.0735661677s|85348ad05c7fb057|38047427|file|local|vector|ndvi_anomalies_lagged||26.209||
 ndvi_anomalies_lagged_d9bd259e77fde9b7|branch|ac76c2b184427194|e0f885fdbb96b3a2|8502e3b44531bafe|545480474|data/ndvi_anomalies_lagged/ndvi_anomalies_lagged_2011-01-19.gz.parquet|t20070.0739031797s|85d0fd5e632ae3fd|42075759|file|local|vector|ndvi_anomalies_lagged||28.613||
 ndvi_anomalies_lagged_fc10391f13591621|branch|a8b429d9c261d06d|e0f885fdbb96b3a2|8502e3b44531bafe|1099021601|data/ndvi_anomalies_lagged/ndvi_anomalies_lagged_2011-02-27.gz.parquet|t20070.0742418961s|0044e14aaed7e289|38796175|file|local|vector|ndvi_anomalies_lagged||28.81||
-transform_raster|function|0dc0c7d04248eec3|||||||||||||||
-download_modis_ndvi|function|1984481a2abc5759|||||||||||||||
-preprocess_nasa_weather|function|5d547c41ad4924d9|||||||||||||||
-file_partition_duckdb|function|51716bee87049d19|||||||||||||||
-download_nasa_weather|function|f7dea44b09e73ce8|||||||||||||||
-set_model_dates|function|728230d262306d87|||||||||||||||
-create_ndvi_date_lookup|function|711d97064d7ed0bd|||||||||||||||
-submit_modis_ndvi_task_request|function|25a7f129e52c207b|||||||||||||||
-get_grib_metadata|function|3b1e629e6e50def5|||||||||||||||
-update_env_key|function|3a01617a95158f19|||||||||||||||
-f|object|afac86fc13d4ff24|||||||||||||||
-transform_ndvi|function|75ec6ed03f9e717d|||||||||||||||
-tar_get_error|function|3c106aa142d6c9a9|||||||||||||||
-get_ecwmf_tasks|function|55ff5648f84bccbb|||||||||||||||
-delete_appears_task|function|51491fbb0277962e|||||||||||||||
-get_task_status_overview|function|b020881e0d2956c8|||||||||||||||
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@@ -4673,9 +4451,240 @@ ndvi_anomalies_lagged_47fbf41e582cb026|branch|0b9f51a85ebf6c5c|e0f885fdbb96b3a2|
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diff --git a/data/weather_anomalies_lagged/.gitkeep b/data/weather_anomalies_lagged/.gitkeep
new file mode 100644
index 0000000..e69de29