diff --git a/Water/eden_covariates.csv b/Water/eden_covariates.csv
index bb02942..bf34a3f 100644
--- a/Water/eden_covariates.csv
+++ b/Water/eden_covariates.csv
@@ -287,15 +287,6 @@ year,region,init_depth,breed_season_depth,recession,pre_recession,post_recession
 2022,2a,42.2779237985702,30.703318430138,-0.0274455836063111,0.0550376178037152,-0.0683190805262884,68.5606233371342,54.3606993538578
 2022,coastalenp,30.1808803424707,25.4293717289259,-0.0612672145220666,0.085157518011202,-0.132292741949728,35.7319304666057,61.6767307105825
 2022,inlandenp,25.039756838314,20.3994666913938,-0.0161102765939853,0.0254152222771978,-0.0397791594944217,196.550548589342,33.1817202194357
-2023,1,62.9050857831518,39.1513824793551,0.130805253275874,0.381757719491071,0.00852500927146448,14.2541404911479,39.8743575099943
-2023,3an,24.6278308331832,15.012122713788,-0.114133209446504,0.288192248857185,-0.314198709249532,175.186114880145,41.8260967887834
-2023,3ase,83.8639647965006,56.9610544471455,-0.101263855758695,0.558995157216304,-0.428518137095115,15.6010928961749,56.0528233151184
-2023,3b,65.6115662803373,41.9341012981737,0.0789332123334567,0.37086794425542,-0.0660784921243302,2.96650524616626,40.3849878934625
-2023,3as,58.1210853222737,32.2772602151994,0.031433220442143,0.452619629125848,-0.176726322778262,33.3010058549767,43.5116348896562
-2023,2b,77.5054944640431,56.1837921744026,0.119153586827222,0.314699083319796,0.0216868295793871,1.79050279329609,46.4315642458101
-2023,2a,40.1262840523279,34.8427952762753,-0.120174482778888,0.0584320931102216,-0.221299988492789,32.3143291524135,66.9950589129609
-2023,coastalenp,37.4405204427428,24.8594745923797,-0.0155042172886179,0.263285560270984,-0.157974184168446,29.9036291552303,65.4281793229643
-2023,inlandenp,32.9509291718933,21.1946637565388,0.0132011439629656,0.202381157462545,-0.0806137753817931,188.914380877743,31.9996081504702
 1991,all,4.61823748301418,11.1822277236499,-0.12070040192853,-0.115512298037561,-0.123232626799459,79.8894384395232,43.5553085665064
 1992,all,23.9441383388941,14.308651136677,-0.072467599927178,0.110267745278764,-0.166732163412428,170.182500208397,32.9854122092862
 1993,all,32.7201759354263,37.1021695916877,0.00468787904307674,-0.176238125587937,0.0895171517721771,166.742588013004,52.4274917335853
@@ -328,7 +319,6 @@ year,region,init_depth,breed_season_depth,recession,pre_recession,post_recession
 2020,all,31.299250688811,20.0854592017893,-0.0246360775286704,0.151262189398301,-0.115603936548067,130.493345188808,36.04012337103
 2021,all,67.2039438733567,31.1669214642116,0.27540124740045,0.455797479812097,0.186452709588932,118.729250604351,23.8202228458696
 2022,all,39.8275183455055,26.8412067134317,0.000505248753628023,0.144643076623564,-0.0728720886815378,102.536636194393,40.6647031037261
-2023,all,45.4093478429599,28.9351846965207,0.00305036148568834,0.298922578567807,-0.1447226320436,91.6621189807997,43.4960126705382
 1991,enp,1.72128862713965,5.16338889112722,-0.0873127300394054,0.00230898222330627,-0.131703266164295,120.969430161302,24.6774670705079
 1991,wcas,6.51731277233023,15.135525504179,-0.142699948375,-0.192924927346251,-0.117716328084037,52.9864539990754,55.9173370319001
 1992,enp,9.46793706734734,5.53707289443063,-0.11432845846005,0.0723211528127276,-0.209549647235534,271.486299922519,26.5189124462915
@@ -393,17 +383,27 @@ year,region,init_depth,breed_season_depth,recession,pre_recession,post_recession
 2021,wcas,80.5620649121726,36.4036678544321,0.334960887712879,0.575870219897222,0.216567632563769,70.0983818770226,22.9788257050393
 2022,enp,26.5145050154829,21.726156834145,-0.028194768969754,0.0422808890266701,-0.0651276458570921,156.597520602944,40.0335282101853
 2022,wcas,48.6274692762907,30.241730284816,0.019301525590044,0.2120514155259,-0.0781296125915499,66.847619047619,41.1294498381877
+2023,1,62.9050857831518,39.1513824793551,0.130805253275874,0.381757719491071,0.00852500927146448,14.2541404911479,39.8743575099943
+2023,3an,24.6278308331832,15.012122713788,-0.114133209446504,0.288192248857185,-0.314198709249532,175.186114880145,41.8260967887834
+2023,3ase,83.8639647965006,56.9610544471455,-0.101263855758695,0.558995157216304,-0.428518137095115,15.6010928961749,56.0528233151184
+2023,3b,65.6115662803373,41.9341012981737,0.0789332123334567,0.37086794425542,-0.0660784921243302,2.96650524616626,40.3849878934625
+2023,3as,58.1210853222737,32.2772602151994,0.031433220442143,0.452619629125848,-0.176726322778262,33.3010058549767,43.5116348896562
+2023,2b,77.5054944640431,56.1837921744026,0.119153586827222,0.314699083319796,0.0216868295793871,1.79050279329609,46.4315642458101
+2023,2a,40.1262840523279,34.8427952762753,-0.120174482778888,0.0584320931102216,-0.221299988492789,32.3143291524135,66.9950589129609
+2023,coastalenp,37.4405204427428,24.8594745923797,-0.0155042172886179,0.263285560270984,-0.157974184168446,29.9036291552303,65.4281793229643
+2023,inlandenp,32.9509291718933,21.1946637565388,0.0132011439629656,0.202381157462545,-0.0806137753817931,188.914380877743,31.9996081504702
+2024,1,68.2441061249738,56.5803821414851,0.31300495604358,0.31300495604358,,3.63363792118789,7.73415191319246
+2024,3an,41.5523683642004,39.3120200676058,0.164891324239457,0.164891324239457,,101.212347354138,17.1302578018996
+2024,3ase,103.710288973671,101.745437307074,0.152516309375368,0.152516309375368,,7.08378870673953,14.7140255009107
+2024,3b,76.997784421365,70.274604522935,0.172731406293951,0.172731406293951,,1.51210653753027,8.08030669895077
+2024,3as,71.6268713698697,67.9132340446915,0.147549656751572,0.147549656751572,,21.1546314367212,11.4006905869989
+2024,2b,79.7190105289054,71.0797457796235,0.253303478708006,0.253303478708006,,1.15921787709497,9.45111731843575
+2024,2a,60.0381855574999,48.7394551337936,0.350267828575607,0.350267828575607,,15.7863930064614,14.8069175218548
+2024,coastalenp,47.3865197790436,40.4969429519914,0.18271894934009,0.18271894934009,,15.5065568770967,18.2912473315035
+2024,inlandenp,42.1655119317452,36.1812049675067,0.144579996458149,0.144579996458149,,116.12137539185,9.22501959247649
+2023,all,45.4093478429599,28.9351846965207,0.00305036148568834,0.298922578567807,-0.1447226320436,91.6621189807997,43.4960126705382
+2024,all,57.2386847721301,51.1433061498687,0.186530478861295,0.186530478861295,,54.4921781655506,11.887159965545
 2023,enp,34.3831416774805,22.1580855438698,0.00618167455012825,0.221971096983007,-0.10179652854407,149.29590758611,39.9731633443685
 2023,wcas,52.7089076711908,33.4359825256809,0.000780932533700572,0.349749600138333,-0.173386205372522,53.6135460009246,45.8746185852982
-2024,1,68.2441061249738,57.532765809674,0.287880663846811,0.287880663846811,,3.63392347230154,7.49400342661336
-2024,3an,41.5523683642004,40.4022730501159,0.10166342273704,0.10166342273704,,100.621438263229,16.1031207598372
-2024,3ase,103.710288973671,102.707785109223,0.0751904673055399,0.0751904673055399,,7.08378870673953,13.9143897996357
-2024,3b,76.997784421365,70.560147665792,0.117000083007853,0.117000083007853,,1.51210653753027,7.80104923325262
-2024,3as,71.6268713698697,68.4764075395177,0.0796835449419215,0.0796835449419215,,21.1597357754091,11.2338988139919
-2024,2b,79.7190105289054,71.9493942601721,0.196791690073567,0.196791690073567,,1.25139664804469,8.61871508379888
-2024,2a,60.0381855574999,49.8521167525752,0.32718170527959,0.32718170527959,,15.8380843785633,13.0630938806537
-2024,coastalenp,47.3865197790436,40.9631711860298,0.111682467826234,0.111682467826234,,15.5062519060689,16.3748093931077
-2024,inlandenp,42.1655119317452,36.4640406869216,0.131617310648725,0.131617310648725,,115.017927115987,8.5323275862069
-2024,all,57.2386847721301,51.7491971172915,0.143334463713325,0.143334463713325,,54.098057739865,11.1139792714441
-2024,enp,43.8158257286876,37.9824697713223,0.124250856718549,0.124250856718549,,90.2589279425231,10.4909487919983
-2024,wcas,66.0581067999259,60.7973265493166,0.156130393132447,0.156130393132447,,30.2376329172446,11.5300508552936
+2024,enp,43.8158257286876,37.6625325417533,0.152376861258527,0.152376861258527,,91.0896668310206,11.4977107839684
+2024,wcas,66.0581067999259,60.0008605024432,0.209186003043886,0.209186003043886,,30.3473878871937,12.1535829865927
diff --git a/Water/eden_depth.csv b/Water/eden_depth.csv
index b38a96e..02f32c5 100644
--- a/Water/eden_depth.csv
+++ b/Water/eden_depth.csv
@@ -138065,6576 +138065,5481 @@ date,region,depth_mean,depth_sd,depth_max,depth_min
 2022-12-31,coastalenp,37.8328536590013,11.0895371859245,88.5233917236328,5.09332084655762
 2022-12-31,inlandenp,33.3094612364205,23.9349743500052,97.3112335205078,0
 2022-12-31,1,63.1317754687751,18.0481576221562,173.319458007812,19.71923828125
-2023-01-01,2a,40.1262840523279,20.2375793466802,166.284637451172,0
-2023-01-01,2b,77.5054944640431,18.7054299546485,131.944778442383,36.8024291992188
-2023-01-01,3an,24.6278308331832,15.5732593275911,105.202774047852,0
-2023-01-01,3as,58.1210853222737,21.4931352334127,106.811676025391,0
-2023-01-01,3ase,83.8639647965006,17.6323875646945,113.585571289062,30.2867736816406
-2023-01-01,3b,65.6115662803373,12.7493755259013,107.850212097168,22.4669342041016
-2023-01-01,coastalenp,37.4405204427428,11.0482752689892,87.7295227050781,4.74618816375732
-2023-01-01,inlandenp,32.9509291718933,23.761160528544,96.6806488037109,0
-2023-01-01,1,62.9050857831518,18.0936413677912,173.312347412109,19.1774597167969
-2023-01-02,2a,39.6730533137334,20.2585483304789,166.096099853516,0
-2023-01-02,2b,77.7212943604539,18.8067607955114,132.258926391602,36.8141174316406
-2023-01-02,3an,24.215845605789,15.4485493482038,104.895950317383,0
-2023-01-02,3as,57.74522850725,21.4103488400503,106.317108154297,0
-2023-01-02,3ase,83.2686533693407,17.5779198409268,113.095336914062,29.9378662109375
-2023-01-02,3b,65.2106139065278,12.7962277074655,107.636451721191,22.1210632324219
-2023-01-02,coastalenp,37.0442781822098,11.0154929322226,86.6634979248047,4.3797721862793
-2023-01-02,inlandenp,32.7220985990333,23.7045995350857,96.0737457275391,0
-2023-01-02,1,62.5995296737523,18.141781274339,173.279174804688,18.8859252929688
-2023-01-03,2a,39.2554424000258,20.1631490369167,165.287811279297,0
-2023-01-03,2b,77.8887601245049,18.8971193098033,132.542984008789,36.8223571777344
-2023-01-03,3an,23.8305938665493,15.3573623206901,104.214553833008,0
-2023-01-03,3as,57.2804006963964,21.3974820151884,105.848571777344,0
-2023-01-03,3ase,82.7656651759191,17.6061688925422,112.569641113281,29.4721374511719
-2023-01-03,3b,64.8002659610628,12.7360389735252,107.125968933105,21.8892211914062
-2023-01-03,coastalenp,36.6615736696116,10.972347930983,85.4329223632812,3.97220802307129
-2023-01-03,inlandenp,32.4578083129045,23.6077762637391,95.4715576171875,0
-2023-01-03,1,62.1769415105431,18.0348420609206,172.391876220703,18.8553466796875
-2023-01-04,2a,38.8746062930842,20.0691653039438,164.680755615234,0
-2023-01-04,2b,77.9427014995554,18.9594628976346,132.798965454102,36.82373046875
-2023-01-04,3an,23.5792694712914,15.2824897638412,103.534072875977,0
-2023-01-04,3as,56.7945808853908,21.2563445409823,105.197967529297,0
-2023-01-04,3ase,82.0687743501368,17.5172503399991,111.874633789062,29.0775146484375
-2023-01-04,3b,64.4586243094505,12.6900276948644,106.75496673584,21.5935668945312
-2023-01-04,coastalenp,36.7193131528274,10.9135430510349,84.2660140991211,3.59688472747803
-2023-01-04,inlandenp,32.1653869688324,23.5312513358899,94.6117858886719,0
-2023-01-04,1,61.8027851185344,17.970180853624,171.785278320312,18.5285339355469
-2023-01-05,2a,38.5819539817192,19.8328485285066,164.578735351562,0
-2023-01-05,2b,78.1211612424371,19.0588560839177,133.091018676758,36.8322143554688
-2023-01-05,3an,23.3632147559102,15.2082201784292,102.766830444336,0
-2023-01-05,3as,56.4410981282943,21.1281133415493,104.813903808594,0
-2023-01-05,3ase,81.8641649395607,17.4811319384756,111.586364746094,29.0180053710938
-2023-01-05,3b,64.1013900165696,12.6440283855725,106.392707824707,21.3602294921875
-2023-01-05,coastalenp,36.560766342974,10.8713597273331,83.3136825561523,3.17803192138672
-2023-01-05,inlandenp,31.9483619953818,23.4311912812037,94.2771453857422,0
-2023-01-05,1,61.476769970731,18.0246468065877,171.761535644531,17.9498901367188
-2023-01-06,2a,38.0117073305566,19.77204494278,165.044952392578,0
-2023-01-06,2b,78.3101060323875,19.2030258761951,133.440383911133,36.841796875
-2023-01-06,3an,22.8758782878929,15.0561199540766,102.298110961914,0
-2023-01-06,3as,55.7950942734308,21.0451867466525,104.063461303711,0
-2023-01-06,3ase,81.3350000016676,17.4351189492141,110.931915283203,28.5008239746094
-2023-01-06,3b,63.4906947556958,12.6256187207501,105.817848205566,20.7936859130859
-2023-01-06,coastalenp,35.8257827360334,10.8773947288812,82.0736923217773,2.78383159637451
-2023-01-06,inlandenp,31.6545901686467,23.3626732550378,93.6727142333984,0
-2023-01-06,1,61.0125915161342,18.230135798749,172.074005126953,16.5632019042969
-2023-01-07,2a,37.5580971810991,19.5181186268475,164.436706542969,0
-2023-01-07,2b,78.2633182589568,19.2782880441223,133.419692993164,36.7708587646484
-2023-01-07,3an,22.3615566617706,14.8935162731799,101.383438110352,0
-2023-01-07,3as,55.143472831576,20.9599810214298,103.268005371094,0
-2023-01-07,3ase,80.4899855511219,17.4328356126227,110.138519287109,27.8222961425781
-2023-01-07,3b,63.0517100471946,12.5571508542943,105.263481140137,20.5419464111328
-2023-01-07,coastalenp,34.7609612871212,10.925112569458,80.5681381225586,2.05471324920654
-2023-01-07,inlandenp,31.2324034710616,23.2451685939028,93.0394592285156,0
-2023-01-07,1,60.6113465732333,18.189320971722,171.467010498047,16.2435302734375
-2023-01-08,2a,37.1005434205169,19.3385163615284,163.649658203125,0
-2023-01-08,2b,78.2525591290863,19.2923199510409,133.404647827148,36.6457977294922
-2023-01-08,3an,21.9579367290412,14.7567301999489,100.628280639648,0
-2023-01-08,3as,54.5969169168855,20.9209104883323,102.662734985352,0
-2023-01-08,3ase,79.7957478368651,17.3900223009832,109.486389160156,27.2356872558594
-2023-01-08,3b,62.5930574862008,12.4872771229619,104.559928894043,20.0142364501953
-2023-01-08,coastalenp,34.438907195679,10.8561627313034,79.1551055908203,1.59678268432617
-2023-01-08,inlandenp,31.0302926206897,23.2134899420611,92.1919555664062,0
-2023-01-08,1,60.0862520785416,18.1360195036301,170.834106445312,16.1845092773438
-2023-01-09,2a,36.5867365768589,19.3001671399007,163.468139648438,0
-2023-01-09,2b,78.4338075435361,19.3745290086328,133.707077026367,36.6446380615234
-2023-01-09,3an,21.6565475222321,14.7228678146437,100.018692016602,0
-2023-01-09,3as,54.089524103453,20.8381503742776,102.155868530273,0
-2023-01-09,3ase,79.3428552207182,17.3078320148085,108.941802978516,26.9171447753906
-2023-01-09,3b,62.1461711695735,12.4590865030161,104.247657775879,19.6967163085938
-2023-01-09,coastalenp,34.4583033902429,10.7596580460149,77.9982604980469,1.27739143371582
-2023-01-09,inlandenp,30.8058139183398,23.1218780676375,91.8684234619141,0
-2023-01-09,1,59.7356871687161,18.1704352806035,170.42041015625,15.5968627929688
-2023-01-10,2a,36.1458347078423,19.2372704432048,162.924255371094,0
-2023-01-10,2b,78.5030423595919,19.4062262218224,134.012710571289,36.8544616699219
-2023-01-10,3an,21.2923577428134,14.6433274077657,99.2639312744141,0
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 2024-01-01,enp,43.8158257286876,20.5080943909073,102.90007019043,0
 2024-01-01,wcas,66.0581067999259,24.1616202558013,181.920471191406,0
 2024-01-02,enp,43.2081328193394,20.512782933359,102.342300415039,0
@@ -145227,11 +145327,31 @@ date,region,depth_mean,depth_sd,depth_max,depth_min
 2024-02-14,wcas,52.747973347107,24.6765384588618,159.565124511719,0
 2024-02-15,enp,33.8154500290366,20.5188825642402,91.8312835693359,0
 2024-02-15,wcas,52.1995439308085,24.6160927756099,158.954437255859,0
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diff --git a/Water/last_download.csv b/Water/last_download.csv
index 902deb1..7a84a51 100644
--- a/Water/last_download.csv
+++ b/Water/last_download.csv
@@ -129,6 +129,6 @@
 "128","2022_q4_depth.nc","42.78 Mbytes",2023-01-01 18:07:22,2022
 "129","2023_q1_depth.nc","41.85 Mbytes",2023-04-01 17:06:36,2023
 "130","2023_q2_depth.nc","42.31 Mbytes",2023-07-06 19:45:47,2023
-"131","2023_q3_depth.nc","42.78 Mbytes",2023-10-05 13:57:41,2023
+"131","2023_q3_depth.nc","42.78 Mbytes",2024-02-23 20:50:35,2023
 "132","2023_q4_depth.nc","42.78 Mbytes",2024-01-01 18:09:16,2023
-"133","2024_q1_depth.nc","23.25 Mbytes",2024-02-20 17:55:53,2024
+"133","2024_q1_depth.nc","27.90 Mbytes",2024-03-01 17:58:15,2024
diff --git a/Weather/weather.csv b/Weather/weather.csv
index db685ed..a4ac8e3 100644
--- a/Weather/weather.csv
+++ b/Weather/weather.csv
@@ -110577,3 +110577,32 @@
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diff --git a/version.txt b/version.txt
index 141f2e8..15b989e 100644
--- a/version.txt
+++ b/version.txt
@@ -1 +1 @@
-1.15.0
+1.16.0