{"train":[{"year":1920,"cluster_id":"A","Tmean":-1.0043,"PPT":0.0874,"SWE":-0.8078,"z_diff":-0.7842,"d1":-0.2916,"d2":0.3679,"d3":-0.5339,"d4":1.152,"d5":-0.5436,"d6":1.6256,"d7":-0.7066,"d8":0.825,"d9":0.4682,"d10":-1.5854},{"year":1921,"cluster_id":"A","Tmean":-0.8477,"PPT":-1.8397,"SWE":-0.4556,"z_diff":0.7579,"d1":1.0072,"d2":-0.4181,"d3":0.0701,"d4":0.0404,"d5":0.6076,"d6":-0.9597,"d7":1.3318,"d8":-1.062,"d9":0.1743,"d10":0.0401},{"year":1922,"cluster_id":"A","Tmean":-1.0918,"PPT":-0.7954,"SWE":0.374,"z_diff":-0.4479,"d1":1.8193,"d2":-1.2311,"d3":1.3292,"d4":-1.5689,"d5":-1.3928,"d6":-1.0255,"d7":-0.8565,"d8":1.8519,"d9":1.3801,"d10":-1.0624},{"year":1923,"cluster_id":"A","Tmean":-1.1666,"PPT":-1.4218,"SWE":0.6745,"z_diff":-0.55,"d1":0.7603,"d2":0.0003,"d3":0.8607,"d4":0.6012,"d5":-0.8993,"d6":-0.3691,"d7":-0.0501,"d8":-0.5578,"d9":0.7037,"d10":-0.1902},{"year":1924,"cluster_id":"A","Tmean":-2.3059,"PPT":-1.7689,"SWE":-0.1117,"z_diff":-0.9822,"d1":0.5223,"d2":0.5652,"d3":-0.4685,"d4":0.5529,"d5":-1.3149,"d6":-0.1418,"d7":-1.8294,"d8":-0.8945,"d9":1.4304,"d10":1.9787},{"year":1925,"cluster_id":"A","Tmean":-1.5488,"PPT":0.1169,"SWE":2.6235,"z_diff":-0.5006,"d1":-0.2682,"d2":-3.0986,"d3":1.8112,"d4":0.5205,"d5":0.7676,"d6":-0.3892,"d7":-0.6441,"d8":0.1457,"d9":-1.1673,"d10":0.1718},{"year":1926,"cluster_id":"A","Tmean":-1.0586,"PPT":0.445,"SWE":0.8498,"z_diff":-0.0998,"d1":0.2482,"d2":-0.0142,"d3":-0.7951,"d4":1.2051,"d5":2.7745,"d6":-1.1894,"d7":-0.9524,"d8":-0.213,"d9":-1.5393,"d10":-0.4661},{"year":1927,"cluster_id":"A","Tmean":-1.773,"PPT":0.8352,"SWE":-0.2353,"z_diff":-1.0486,"d1":1.202,"d2":-0.3129,"d3":0.2911,"d4":-0.7842,"d5":0.9517,"d6":0.8474,"d7":-1.2897,"d8":1.1045,"d9":1.3091,"d10":0.1009},{"year":1928,"cluster_id":"A","Tmean":-1.7723,"PPT":2.4527,"SWE":0.443,"z_diff":-1.4877,"d1":2.062,"d2":0.5915,"d3":2.9871,"d4":0.4079,"d5":-0.461,"d6":1.1651,"d7":0.969,"d8":-0.4171,"d9":0.962,"d10":1.4601},{"year":1929,"cluster_id":"A","Tmean":-1.7251,"PPT":0.1424,"SWE":0.8001,"z_diff":-0.5492,"d1":1.2797,"d2":-0.3068,"d3":-1.5885,"d4":-0.0279,"d5":-0.2802,"d6":-0.1488,"d7":-0.4892,"d8":1.6851,"d9":1.8829,"d10":-0.1589},{"year":1930,"cluster_id":"A","Tmean":-1.4381,"PPT":0.3648,"SWE":0.3981,"z_diff":-1.0331,"d1":2.2816,"d2":1.5207,"d3":-1.0079,"d4":2.1969,"d5":-0.9671,"d6":0.7603,"d7":0.5973,"d8":0.3092,"d9":-0.6167,"d10":0.1947},{"year":1931,"cluster_id":"A","Tmean":-1.1308,"PPT":1.5725,"SWE":1.0088,"z_diff":-1.1567,"d1":-0.8827,"d2":0.2167,"d3":-1.0776,"d4":-0.4056,"d5":2.0404,"d6":-0.2067,"d7":0.6862,"d8":0.5023,"d9":-1.6438,"d10":-1.0818},{"year":1932,"cluster_id":"A","Tmean":-1.1271,"PPT":-0.0622,"SWE":0.9195,"z_diff":-0.4138,"d1":-0.8571,"d2":1.8714,"d3":-1.6452,"d4":-0.8256,"d5":0.0553,"d6":0.6304,"d7":1.003,"d8":0.4813,"d9":-0.5378,"d10":0.4398},{"year":1933,"cluster_id":"A","Tmean":0.1553,"PPT":1.193,"SWE":0.0219,"z_diff":0.2857,"d1":-2.9046,"d2":1.4962,"d3":-0.2618,"d4":2.0746,"d5":-1.6572,"d6":0.8443,"d7":0.299,"d8":-2.0244,"d9":-1.1897,"d10":-0.1699},{"year":1934,"cluster_id":"A","Tmean":-0.1374,"PPT":0.9484,"SWE":1.8406,"z_diff":-0.1382,"d1":1.315,"d2":-1.0209,"d3":-0.8204,"d4":0.0879,"d5":-1.6085,"d6":1.3084,"d7":-1.1513,"d8":-0.6117,"d9":1.5679,"d10":0.4575},{"year":1935,"cluster_id":"A","Tmean":-0.0151,"PPT":0.5944,"SWE":0.6852,"z_diff":0.3828,"d1":0.7539,"d2":1.1035,"d3":0.3262,"d4":-0.5854,"d5":1.0335,"d6":0.3625,"d7":-0.8451,"d8":-0.3195,"d9":0.7538,"d10":0.6099},{"year":1936,"cluster_id":"A","Tmean":-1.286,"PPT":0.5126,"SWE":0.3101,"z_diff":-0.3888,"d1":-0.8349,"d2":0.5662,"d3":0.595,"d4":0.0221,"d5":-1.1199,"d6":-0.0152,"d7":-2.2116,"d8":1.1844,"d9":-1.0448,"d10":0.1099},{"year":1937,"cluster_id":"A","Tmean":-0.9481,"PPT":2.533,"SWE":-0.092,"z_diff":-1.2988,"d1":0.6169,"d2":-0.6914,"d3":1.0464,"d4":0.9326,"d5":-0.365,"d6":2.5786,"d7":0.5545,"d8":-1.0745,"d9":0.7933,"d10":1.4375},{"year":1938,"cluster_id":"A","Tmean":-0.9548,"PPT":2.0087,"SWE":0.0949,"z_diff":-1.139,"d1":0.5295,"d2":0.934,"d3":1.0533,"d4":-0.0085,"d5":0.0838,"d6":1.1264,"d7":-0.8889,"d8":0.4995,"d9":-1.6803,"d10":0.0221},{"year":1939,"cluster_id":"A","Tmean":-1.4155,"PPT":-0.5459,"SWE":-0.8225,"z_diff":-0.5671,"d1":1.5194,"d2":1.1891,"d3":0.6858,"d4":2.0041,"d5":-0.625,"d6":0.2284,"d7":1.0849,"d8":-0.644,"d9":-0.2231,"d10":-0.6115},{"year":1940,"cluster_id":"A","Tmean":-0.7101,"PPT":-0.2428,"SWE":-0.6631,"z_diff":-0.3402,"d1":-0.8601,"d2":-1.8214,"d3":0.7775,"d4":-0.0066,"d5":-0.49,"d6":-0.379,"d7":-0.5372,"d8":1.1773,"d9":2.2955,"d10":0.5912},{"year":1941,"cluster_id":"A","Tmean":-0.4173,"PPT":0.272,"SWE":0.4877,"z_diff":0.4973,"d1":0.0746,"d2":-0.3344,"d3":-2.1027,"d4":1.5954,"d5":-0.2998,"d6":-0.4023,"d7":0.547,"d8":0.5852,"d9":-0.1999,"d10":-0.152},{"year":1942,"cluster_id":"A","Tmean":-0.2964,"PPT":-0.6112,"SWE":-1.172,"z_diff":-0.096,"d1":-1.1877,"d2":1.5256,"d3":0.0255,"d4":-1.0166,"d5":-1.6876,"d6":-2.218,"d7":0.2898,"d8":-0.1972,"d9":-1.005,"d10":1.3908},{"year":1943,"cluster_id":"A","Tmean":-0.3246,"PPT":-3.1094,"SWE":0.6391,"z_diff":0.449,"d1":0.1961,"d2":0.989,"d3":0.2777,"d4":-0.1502,"d5":-1.4919,"d6":-0.5431,"d7":1.2469,"d8":2.206,"d9":0.5572,"d10":-0.1865},{"year":1944,"cluster_id":"A","Tmean":-0.5205,"PPT":-1.6017,"SWE":-0.1161,"z_diff":0.0207,"d1":0.0209,"d2":-1.087,"d3":-0.8221,"d4":-0.3287,"d5":1.6419,"d6":-1.6726,"d7":0.5971,"d8":-0.0332,"d9":-0.2092,"d10":0.201},{"year":1945,"cluster_id":"A","Tmean":-0.313,"PPT":-0.2094,"SWE":-0.6767,"z_diff":-0.4044,"d1":-0.7161,"d2":-1.6289,"d3":-1.0388,"d4":1.4422,"d5":0.59,"d6":-0.1438,"d7":-0.4346,"d8":1.4508,"d9":0.7501,"d10":-0.8463},{"year":1946,"cluster_id":"A","Tmean":-0.0648,"PPT":-0.5615,"SWE":-1.9138,"z_diff":-0.5829,"d1":0.2518,"d2":0.3045,"d3":1.7755,"d4":0.7949,"d5":-0.6024,"d6":0.4803,"d7":0.4769,"d8":-1.2676,"d9":0.0513,"d10":-1.0873},{"year":1947,"cluster_id":"A","Tmean":-1.328,"PPT":0.4199,"SWE":-0.6661,"z_diff":-0.7755,"d1":0.0876,"d2":0.291,"d3":-1.2861,"d4":0.4134,"d5":0.3337,"d6":0.1934,"d7":0.4582,"d8":-0.2334,"d9":-0.1442,"d10":0.5113},{"year":1948,"cluster_id":"A","Tmean":0.7475,"PPT":0.7786,"SWE":0.7551,"z_diff":0.661,"d1":-0.5071,"d2":0.3493,"d3":0.6752,"d4":-0.7607,"d5":1.523,"d6":-0.1222,"d7":0.3087,"d8":-1.5312,"d9":1.0244,"d10":0.9882},{"year":1949,"cluster_id":"A","Tmean":0.1663,"PPT":-0.1742,"SWE":0.6643,"z_diff":0.4239,"d1":-0.4376,"d2":-0.4712,"d3":0.259,"d4":0.5605,"d5":0.0111,"d6":0.2644,"d7":-1.3754,"d8":0.3115,"d9":0.3978,"d10":-1.0313},{"year":1950,"cluster_id":"A","Tmean":-0.895,"PPT":0.347,"SWE":-0.9002,"z_diff":-0.232,"d1":-1.7217,"d2":0.0842,"d3":1.0015,"d4":-1.7593,"d5":1.8069,"d6":-0.5895,"d7":2.2697,"d8":-0.5844,"d9":0.1079,"d10":-1.0197},{"year":1951,"cluster_id":"A","Tmean":-2.3281,"PPT":0.9614,"SWE":-1.6397,"z_diff":-1.7348,"d1":0.6806,"d2":1.3922,"d3":0.6975,"d4":-1.8011,"d5":0.2851,"d6":1.1167,"d7":1.3421,"d8":-0.0088,"d9":-0.1564,"d10":0.676},{"year":1952,"cluster_id":"A","Tmean":-1.6658,"PPT":0.4556,"SWE":0.7808,"z_diff":-0.4135,"d1":0.602,"d2":-0.041,"d3":-0.8967,"d4":-0.2551,"d5":-0.3388,"d6":0.3926,"d7":0.2259,"d8":1.5067,"d9":1.4376,"d10":0.3299},{"year":1953,"cluster_id":"A","Tmean":-0.0697,"PPT":1.8239,"SWE":-0.8187,"z_diff":-0.7797,"d1":-0.0701,"d2":-0.1478,"d3":0.4805,"d4":-1.4569,"d5":2.1038,"d6":0.0228,"d7":1.1949,"d8":-0.5502,"d9":0.7529,"d10":1.3111},{"year":1954,"cluster_id":"A","Tmean":-1.1208,"PPT":0.3851,"SWE":-0.9928,"z_diff":-0.7873,"d1":0.418,"d2":-0.698,"d3":-0.5871,"d4":0.0007,"d5":-0.6975,"d6":0.8329,"d7":-0.3939,"d8":0.4123,"d9":0.295,"d10":0.0064},{"year":1955,"cluster_id":"A","Tmean":-1.8929,"PPT":0.0966,"SWE":-0.1588,"z_diff":-1.1755,"d1":-0.8133,"d2":0.3314,"d3":1.2185,"d4":-0.6691,"d5":-0.9816,"d6":0.8571,"d7":-1.7065,"d8":-0.0917,"d9":-1.3796,"d10":-0.5311},{"year":1956,"cluster_id":"A","Tmean":-0.258,"PPT":0.7642,"SWE":1.252,"z_diff":0.182,"d1":1.1858,"d2":-1.0217,"d3":-0.6071,"d4":-1.8796,"d5":0.2555,"d6":0.5359,"d7":1.0498,"d8":1.1623,"d9":-1.1137,"d10":-0.2098},{"year":1957,"cluster_id":"A","Tmean":-0.3125,"PPT":0.2778,"SWE":-0.087,"z_diff":0.0493,"d1":1.5319,"d2":0.0441,"d3":-1.1601,"d4":0.8477,"d5":-0.6413,"d6":-0.3229,"d7":0.6538,"d8":1.1158,"d9":-0.0681,"d10":-1.1121},{"year":1958,"cluster_id":"A","Tmean":-0.0685,"PPT":-1.4818,"SWE":-1.248,"z_diff":0.5217,"d1":-0.4758,"d2":-0.1541,"d3":-1.8114,"d4":-0.8617,"d5":-0.2532,"d6":1.6424,"d7":0.3494,"d8":-1.7343,"d9":0.4698,"d10":1.0463},{"year":1959,"cluster_id":"A","Tmean":-0.4969,"PPT":-1.1233,"SWE":0.34,"z_diff":0.2023,"d1":1.1294,"d2":-0.9108,"d3":0.2224,"d4":0.7597,"d5":-1.69,"d6":0.0858,"d7":0.7688,"d8":-0.269,"d9":-0.8028,"d10":1.3065},{"year":1960,"cluster_id":"A","Tmean":-1.0443,"PPT":-0.2183,"SWE":0.2979,"z_diff":-0.1215,"d1":0.4817,"d2":1.1639,"d3":-0.3019,"d4":1.3951,"d5":0.3257,"d6":0.5441,"d7":-1.2079,"d8":-1.0147,"d9":0.4875,"d10":1.6531},{"year":1961,"cluster_id":"A","Tmean":-1.1757,"PPT":-2.3124,"SWE":-0.4197,"z_diff":0.0131,"d1":-1.0397,"d2":0.2379,"d3":0.707,"d4":-0.7201,"d5":-0.3579,"d6":-0.0431,"d7":0.3687,"d8":-0.4346,"d9":0.0107,"d10":0.8872},{"year":1962,"cluster_id":"A","Tmean":-1.1854,"PPT":-0.9548,"SWE":1.2031,"z_diff":-0.1488,"d1":0.434,"d2":-0.138,"d3":-0.9271,"d4":-0.4364,"d5":2.2526,"d6":0.4959,"d7":-0.1177,"d8":-0.7395,"d9":-0.738,"d10":0.8309},{"year":1963,"cluster_id":"A","Tmean":-1.3128,"PPT":-0.7046,"SWE":2.6522,"z_diff":0.0969,"d1":-0.2087,"d2":-0.7522,"d3":1.7207,"d4":-0.8309,"d5":-0.145,"d6":-0.4567,"d7":1.1681,"d8":-0.9509,"d9":1.1857,"d10":-0.554},{"year":1964,"cluster_id":"A","Tmean":-0.3135,"PPT":0.1595,"SWE":0.7292,"z_diff":0.6274,"d1":-1.4349,"d2":-0.0038,"d3":0.6881,"d4":-1.4684,"d5":0.1997,"d6":-0.2929,"d7":1.005,"d8":0.0746,"d9":0.1906,"d10":0.0256},{"year":1965,"cluster_id":"A","Tmean":0.2453,"PPT":-0.9265,"SWE":0.9928,"z_diff":0.6597,"d1":-0.1687,"d2":1.1471,"d3":0.7084,"d4":0.2066,"d5":-1.2126,"d6":0.4782,"d7":-1.9577,"d8":1.0483,"d9":0.6794,"d10":-0.8148},{"year":1966,"cluster_id":"A","Tmean":0.0785,"PPT":0.2317,"SWE":-0.3991,"z_diff":0.1803,"d1":-0.9653,"d2":-0.4371,"d3":-1.2428,"d4":-0.9733,"d5":-0.2317,"d6":-1.0394,"d7":0.3337,"d8":-0.5222,"d9":1.0489,"d10":1.1408},{"year":1967,"cluster_id":"A","Tmean":0.1949,"PPT":0.4626,"SWE":2.7264,"z_diff":0.0748,"d1":1.1462,"d2":-2.4321,"d3":-0.5184,"d4":-0.3984,"d5":0.2758,"d6":0.0204,"d7":-1.4118,"d8":0.0395,"d9":-0.4252,"d10":0.7174},{"year":1968,"cluster_id":"A","Tmean":0.4297,"PPT":-0.1777,"SWE":0.6563,"z_diff":0.8125,"d1":-0.4397,"d2":1.9552,"d3":-0.1644,"d4":1.3775,"d5":1.9844,"d6":0.3147,"d7":0.8072,"d8":-1.7115,"d9":-0.0188,"d10":-0.9711},{"year":1969,"cluster_id":"A","Tmean":1.5732,"PPT":0.8108,"SWE":-1.0109,"z_diff":0.7171,"d1":-0.6178,"d2":-0.8446,"d3":-0.0985,"d4":0.7825,"d5":0.3704,"d6":-1.2634,"d7":-1.3086,"d8":0.1267,"d9":0.0889,"d10":0.3747},{"year":1970,"cluster_id":"A","Tmean":1.7465,"PPT":1.1724,"SWE":1.1467,"z_diff":0.7729,"d1":-0.5179,"d2":1.7834,"d3":0.3231,"d4":-1.7529,"d5":0.1867,"d6":-0.2567,"d7":-0.7587,"d8":1.6176,"d9":-1.1686,"d10":-0.1641},{"year":1971,"cluster_id":"A","Tmean":0.8317,"PPT":0.9355,"SWE":0.3599,"z_diff":0.31,"d1":-0.4074,"d2":2.0248,"d3":1.7905,"d4":0.0121,"d5":0.8499,"d6":-1.2144,"d7":0.7182,"d8":2.155,"d9":-0.4155,"d10":-0.125},{"year":1972,"cluster_id":"A","Tmean":1.2445,"PPT":0.7686,"SWE":0.3784,"z_diff":0.3698,"d1":0.6616,"d2":0.8251,"d3":0.528,"d4":0.5936,"d5":-1.6996,"d6":0.2636,"d7":-2.3143,"d8":-0.2068,"d9":0.8131,"d10":-1.1411},{"year":1973,"cluster_id":"A","Tmean":1.0621,"PPT":0.818,"SWE":-1.4224,"z_diff":0.0767,"d1":-0.4396,"d2":-1.2712,"d3":-0.0252,"d4":-0.5153,"d5":-0.9097,"d6":2.0382,"d7":-0.5484,"d8":0.5753,"d9":0.5296,"d10":1.1661},{"year":1974,"cluster_id":"A","Tmean":0.6882,"PPT":1.1736,"SWE":1.9058,"z_diff":-0.0181,"d1":-0.7569,"d2":-0.2308,"d3":-0.1998,"d4":0.3995,"d5":0.3795,"d6":0.4714,"d7":1.6198,"d8":-0.0935,"d9":0.0755,"d10":-0.6014},{"year":1975,"cluster_id":"A","Tmean":0.4473,"PPT":2.0114,"SWE":-0.5776,"z_diff":-0.6052,"d1":-0.9048,"d2":-2.117,"d3":-0.756,"d4":-0.0384,"d5":0.1003,"d6":-0.5369,"d7":-1.3781,"d8":-0.4752,"d9":0.6496,"d10":0.1335},{"year":1976,"cluster_id":"A","Tmean":-0.2129,"PPT":0.0807,"SWE":1.3596,"z_diff":-0.1327,"d1":0.536,"d2":-0.6057,"d3":-0.8349,"d4":-0.8872,"d5":-0.875,"d6":-1.267,"d7":-1.5472,"d8":-0.4788,"d9":-0.8033,"d10":-0.7777},{"year":1977,"cluster_id":"A","Tmean":0.5635,"PPT":0.8366,"SWE":-1.0036,"z_diff":-0.1694,"d1":-1.1577,"d2":1.0246,"d3":1.6183,"d4":-0.3337,"d5":1.8758,"d6":-0.7429,"d7":-1.8726,"d8":0.0708,"d9":0.628,"d10":-0.2337},{"year":1978,"cluster_id":"A","Tmean":1.3523,"PPT":0.5406,"SWE":0.1953,"z_diff":0.2816,"d1":-1.5834,"d2":0.3249,"d3":-0.1099,"d4":0.3482,"d5":-0.899,"d6":0.9078,"d7":0.9043,"d8":-0.0039,"d9":-1.4203,"d10":-0.1226},{"year":1979,"cluster_id":"A","Tmean":0.7319,"PPT":-0.0811,"SWE":0.3959,"z_diff":0.2892,"d1":0.1907,"d2":0.999,"d3":-0.8152,"d4":0.005,"d5":1.2556,"d6":0.5556,"d7":0.6777,"d8":-0.6302,"d9":-0.9507,"d10":-0.412},{"year":1980,"cluster_id":"A","Tmean":0.3534,"PPT":0.2616,"SWE":-0.2502,"z_diff":-0.0732,"d1":-0.6968,"d2":-1.0539,"d3":-0.2102,"d4":1.6073,"d5":-0.3827,"d6":1.1133,"d7":-0.1024,"d8":0.1787,"d9":-0.2051,"d10":0.9655},{"year":1981,"cluster_id":"A","Tmean":0.1653,"PPT":-0.9567,"SWE":-0.3907,"z_diff":0.1237,"d1":-2.4183,"d2":-0.3502,"d3":-1.0263,"d4":0.6745,"d5":-0.7612,"d6":-0.4965,"d7":-1.1526,"d8":-1.2845,"d9":-1.1862,"d10":2.1129},{"year":1982,"cluster_id":"A","Tmean":1.0389,"PPT":-0.3391,"SWE":-0.8591,"z_diff":0.2068,"d1":1.1026,"d2":0.668,"d3":1.0408,"d4":-0.9422,"d5":0.1068,"d6":0.7402,"d7":-0.9439,"d8":-1.0499,"d9":-1.4034,"d10":-0.2099},{"year":1983,"cluster_id":"A","Tmean":0.8163,"PPT":0.4904,"SWE":0.1868,"z_diff":0.6863,"d1":0.7202,"d2":0.0662,"d3":-0.1483,"d4":-0.7851,"d5":-0.5113,"d6":-0.0758,"d7":-0.483,"d8":0.1893,"d9":1.2462,"d10":-0.1758},{"year":1984,"cluster_id":"A","Tmean":1.0217,"PPT":0.3351,"SWE":-0.1538,"z_diff":0.6148,"d1":1.4292,"d2":1.7724,"d3":-2.4678,"d4":-1.2482,"d5":-1.1783,"d6":0.6034,"d7":1.744,"d8":-0.9128,"d9":0.9629,"d10":-1.429},{"year":1985,"cluster_id":"A","Tmean":1.4086,"PPT":0.9788,"SWE":-0.8123,"z_diff":0.3914,"d1":0.7319,"d2":-1.1767,"d3":0.2007,"d4":-0.0952,"d5":0.2244,"d6":-0.1662,"d7":0.2606,"d8":-0.5225,"d9":0.1587,"d10":0.6984},{"year":1986,"cluster_id":"A","Tmean":0.5548,"PPT":-0.0124,"SWE":0.9744,"z_diff":0.2867,"d1":0.0262,"d2":0.2449,"d3":-1.7073,"d4":-0.1684,"d5":0.0273,"d6":-0.6749,"d7":0.6132,"d8":1.44,"d9":0.0917,"d10":1.4926},{"year":1987,"cluster_id":"A","Tmean":0.5542,"PPT":-1.088,"SWE":-0.8197,"z_diff":0.2401,"d1":-0.4613,"d2":0.3202,"d3":0.6626,"d4":0.1864,"d5":0.702,"d6":-0.0413,"d7":0.1666,"d8":-0.5199,"d9":-1.6754,"d10":-0.3827},{"year":1988,"cluster_id":"A","Tmean":-0.0022,"PPT":-0.4239,"SWE":-0.8297,"z_diff":0.0187,"d1":0.0006,"d2":-0.2503,"d3":0.5309,"d4":-0.4912,"d5":0.2747,"d6":0.9487,"d7":1.2268,"d8":1.0999,"d9":-0.9274,"d10":1.2106},{"year":1989,"cluster_id":"A","Tmean":0.4075,"PPT":-0.6746,"SWE":-0.6984,"z_diff":0.4107,"d1":0.1099,"d2":0.0752,"d3":-1.1185,"d4":0.9395,"d5":-0.1136,"d6":-1.6898,"d7":-1.0439,"d8":-0.7084,"d9":0.2655,"d10":-0.6225},{"year":1990,"cluster_id":"A","Tmean":1.2089,"PPT":-0.4085,"SWE":-0.3264,"z_diff":0.9335,"d1":0.2932,"d2":-0.2513,"d3":-0.7768,"d4":2.0632,"d5":1.5194,"d6":0.6927,"d7":0.5165,"d8":1.8341,"d9":-0.6973,"d10":-1.8629},{"year":1991,"cluster_id":"A","Tmean":1.3269,"PPT":-1.4934,"SWE":-0.203,"z_diff":1.541,"d1":0.5897,"d2":1.3821,"d3":-1.1776,"d4":-0.7237,"d5":0.8419,"d6":-0.4983,"d7":0.4871,"d8":1.0025,"d9":1.2876,"d10":-0.3182},{"year":1992,"cluster_id":"A","Tmean":1.0776,"PPT":-0.7885,"SWE":-0.0093,"z_diff":1.1608,"d1":-0.602,"d2":0.018,"d3":1.3453,"d4":-0.5479,"d5":0.8439,"d6":2.3822,"d7":-0.7856,"d8":1.0872,"d9":0.1097,"d10":0.655},{"year":1993,"cluster_id":"A","Tmean":0.3441,"PPT":0.2201,"SWE":0.3079,"z_diff":-0.454,"d1":0.1266,"d2":-0.7759,"d3":0.5052,"d4":-1.7434,"d5":0.1,"d6":-1.861,"d7":-1.3854,"d8":0.3062,"d9":-0.3138,"d10":0.7523},{"year":1994,"cluster_id":"A","Tmean":0.5301,"PPT":-0.3958,"SWE":-0.3404,"z_diff":0.5556,"d1":-0.2505,"d2":0.368,"d3":-0.8236,"d4":0.2201,"d5":-0.3405,"d6":0.2142,"d7":-0.2056,"d8":-0.1865,"d9":-0.4637,"d10":-0.0879},{"year":1995,"cluster_id":"A","Tmean":0.3113,"PPT":-1.98,"SWE":-2.2208,"z_diff":0.0829,"d1":-0.7643,"d2":-1.7159,"d3":0.8866,"d4":-0.9538,"d5":0.6628,"d6":-0.6573,"d7":0.9719,"d8":-0.617,"d9":0.2781,"d10":-1.3179},{"year":1996,"cluster_id":"A","Tmean":0.9786,"PPT":-0.1257,"SWE":-0.2799,"z_diff":0.062,"d1":-1.2988,"d2":0.5476,"d3":-0.7388,"d4":0.3846,"d5":-0.8603,"d6":0.4308,"d7":0.6438,"d8":0.0073,"d9":0.9259,"d10":0.1394},{"year":1997,"cluster_id":"A","Tmean":0.3746,"PPT":0.9478,"SWE":0.5771,"z_diff":0.0343,"d1":-0.4225,"d2":-0.4565,"d3":0.6711,"d4":0.8142,"d5":0.0047,"d6":-0.7592,"d7":0.3937,"d8":-0.6972,"d9":-0.9936,"d10":0.1827},{"year":1998,"cluster_id":"A","Tmean":0.4455,"PPT":1.1934,"SWE":0.5778,"z_diff":0.3225,"d1":1.8426,"d2":-1.7116,"d3":-0.0593,"d4":0.2523,"d5":-0.2946,"d6":0.1012,"d7":0.5284,"d8":0.2068,"d9":1.8474,"d10":-0.0376},{"year":1999,"cluster_id":"A","Tmean":1.1227,"PPT":-0.1643,"SWE":-0.1596,"z_diff":0.6713,"d1":0.2269,"d2":-0.6578,"d3":-1.8076,"d4":0.7203,"d5":-0.6138,"d6":2.3989,"d7":-0.6795,"d8":-0.0536,"d9":-0.7036,"d10":-0.6178},{"year":2000,"cluster_id":"A","Tmean":1.0427,"PPT":-0.1093,"SWE":-1.7436,"z_diff":0.2462,"d1":1.4896,"d2":-0.0854,"d3":1.6924,"d4":-2.3748,"d5":-1.7146,"d6":0.5967,"d7":-0.8473,"d8":-1.5214,"d9":-0.9598,"d10":0.827},{"year":2001,"cluster_id":"A","Tmean":0.0967,"PPT":-0.808,"SWE":0.8425,"z_diff":0.2667,"d1":-0.5119,"d2":-0.4416,"d3":-0.2372,"d4":1.6266,"d5":0.4873,"d6":-1.9537,"d7":0.8121,"d8":-2.0996,"d9":-2.0496,"d10":0.1464},{"year":2002,"cluster_id":"A","Tmean":-0.0053,"PPT":-0.593,"SWE":1.2574,"z_diff":0.3668,"d1":-1.8878,"d2":-0.3197,"d3":0.4156,"d4":-0.6778,"d5":-0.2574,"d6":-1.094,"d7":-0.0044,"d8":-0.1446,"d9":-1.5338,"d10":-1.273},{"year":2003,"cluster_id":"A","Tmean":0.6514,"PPT":-0.9686,"SWE":-2.6149,"z_diff":0.195,"d1":0.5558,"d2":0.656,"d3":0.2965,"d4":-0.9097,"d5":0.1168,"d6":0.4593,"d7":-1.0049,"d8":0.6301,"d9":-0.9552,"d10":0.1949},{"year":2004,"cluster_id":"A","Tmean":0.472,"PPT":-0.6491,"SWE":0.0507,"z_diff":0.1487,"d1":-0.5682,"d2":1.0165,"d3":-0.1173,"d4":-0.1359,"d5":-0.5065,"d6":-0.268,"d7":-0.6217,"d8":-0.2329,"d9":-0.1358,"d10":-1.8118},{"year":2005,"cluster_id":"A","Tmean":-0.0608,"PPT":-0.442,"SWE":-0.8728,"z_diff":0.2562,"d1":-1.1555,"d2":-0.5247,"d3":-0.0593,"d4":-0.6293,"d5":-1.164,"d6":-0.2202,"d7":0.4225,"d8":-0.2681,"d9":-0.0734,"d10":1.7186},{"year":2006,"cluster_id":"A","Tmean":1.0031,"PPT":-0.3982,"SWE":-0.1589,"z_diff":0.5659,"d1":1.1645,"d2":0.7282,"d3":0.1998,"d4":-1.3846,"d5":-0.1077,"d6":0.326,"d7":1.0688,"d8":0.146,"d9":-1.1642,"d10":1.4614},{"year":2007,"cluster_id":"A","Tmean":1.1034,"PPT":-0.369,"SWE":0.7754,"z_diff":1.5684,"d1":-1.301,"d2":-1.0958,"d3":0.2877,"d4":1.5229,"d5":0.6549,"d6":-0.4525,"d7":0.2718,"d8":-1.1847,"d9":0.7419,"d10":-1.4653},{"year":2008,"cluster_id":"A","Tmean":0.2115,"PPT":-0.6162,"SWE":-0.5457,"z_diff":0.4478,"d1":0.2224,"d2":-0.2185,"d3":1.3206,"d4":0.3048,"d5":-1.3312,"d6":-2.8749,"d7":0.2602,"d8":-0.3109,"d9":-0.5686,"d10":-0.3295},{"year":2009,"cluster_id":"A","Tmean":0.2289,"PPT":0.5317,"SWE":0.3441,"z_diff":0.3849,"d1":-0.7673,"d2":-0.7766,"d3":0.1666,"d4":2.1132,"d5":1.8812,"d6":0.5922,"d7":-0.1995,"d8":-0.0874,"d9":-1.5805,"d10":1.8928},{"year":2010,"cluster_id":"A","Tmean":0.9593,"PPT":-1.6323,"SWE":0.3698,"z_diff":1.2369,"d1":0.6253,"d2":0.8569,"d3":0.4042,"d4":0.8169,"d5":0.1972,"d6":-0.2465,"d7":-1.0003,"d8":-0.1901,"d9":-0.3324,"d10":0.7986},{"year":2011,"cluster_id":"A","Tmean":2.047,"PPT":-1.409,"SWE":-0.2176,"z_diff":1.327,"d1":-0.0064,"d2":-0.0797,"d3":1.9095,"d4":-0.7118,"d5":0.3851,"d6":-1.3293,"d7":-0.1095,"d8":-1.6816,"d9":0.2353,"d10":-1.1946},{"year":2012,"cluster_id":"A","Tmean":1.6154,"PPT":-0.0572,"SWE":0.0852,"z_diff":0.5537,"d1":1.1766,"d2":0.1312,"d3":-0.3193,"d4":-1.0491,"d5":0.7418,"d6":-2.4425,"d7":0.378,"d8":-1.6735,"d9":1.4228,"d10":-1.9979},{"year":2013,"cluster_id":"A","Tmean":0.2028,"PPT":0.2375,"SWE":-0.3534,"z_diff":0.0095,"d1":0.0752,"d2":0.5807,"d3":-1.3539,"d4":-0.2753,"d5":1.5645,"d6":-0.916,"d7":0.8133,"d8":0.8982,"d9":-0.3961,"d10":-2.546},{"year":2014,"cluster_id":"A","Tmean":1.0258,"PPT":-0.4731,"SWE":-0.7425,"z_diff":0.4837,"d1":-1.7849,"d2":0.469,"d3":0.359,"d4":0.885,"d5":-1.3817,"d6":0.9398,"d7":1.9481,"d8":0.0046,"d9":0.2426,"d10":-2.1665},{"year":2015,"cluster_id":"A","Tmean":0.9744,"PPT":0.5821,"SWE":-2.0672,"z_diff":0.1066,"d1":-0.084,"d2":-1.6131,"d3":0.492,"d4":0.6581,"d5":-0.2305,"d6":-0.9043,"d7":0.816,"d8":1.2123,"d9":-1.3093,"d10":0.1198},{"year":2016,"cluster_id":"A","Tmean":0.1688,"PPT":0.3819,"SWE":0.064,"z_diff":-0.2882,"d1":1.2523,"d2":0.3252,"d3":-0.0169,"d4":0.0292,"d5":0.4984,"d6":-0.2707,"d7":0.8133,"d8":-1.2221,"d9":1.3222,"d10":-1.6478},{"year":2017,"cluster_id":"A","Tmean":1.3573,"PPT":-0.3983,"SWE":-2.12,"z_diff":0.1957,"d1":1.0755,"d2":-0.5146,"d3":-0.3404,"d4":0.2402,"d5":0.0937,"d6":0.2338,"d7":0.428,"d8":1.9058,"d9":2.8576,"d10":1.3583},{"year":2018,"cluster_id":"A","Tmean":1.0636,"PPT":1.2806,"SWE":-0.2432,"z_diff":-0.2165,"d1":-1.1272,"d2":-0.5843,"d3":-0.4846,"d4":0.5213,"d5":0.1027,"d6":1.3941,"d7":1.0189,"d8":2.5316,"d9":0.7626,"d10":0.6018},{"year":2019,"cluster_id":"A","Tmean":0.6191,"PPT":0.8668,"SWE":1.0678,"z_diff":0.2433,"d1":-0.8033,"d2":1.4503,"d3":-0.4418,"d4":-0.5597,"d5":-0.4643,"d6":-0.314,"d7":-1.1559,"d8":-0.1546,"d9":-0.4205,"d10":-0.7256},{"year":1920,"cluster_id":"B","Tmean":-1.0043,"PPT":0.0874,"SWE":-0.8078,"z_diff":0.0298,"d1":-0.2916,"d2":0.3679,"d3":-0.5339,"d4":1.152,"d5":-0.5436,"d6":1.6256,"d7":-0.7066,"d8":0.825,"d9":0.4682,"d10":-1.5854},{"year":1921,"cluster_id":"B","Tmean":-0.8477,"PPT":-1.8397,"SWE":-0.4556,"z_diff":0.8089,"d1":1.0072,"d2":-0.4181,"d3":0.0701,"d4":0.0404,"d5":0.6076,"d6":-0.9597,"d7":1.3318,"d8":-1.062,"d9":0.1743,"d10":0.0401},{"year":1922,"cluster_id":"B","Tmean":-1.0918,"PPT":-0.7954,"SWE":0.374,"z_diff":0.1001,"d1":1.8193,"d2":-1.2311,"d3":1.3292,"d4":-1.5689,"d5":-1.3928,"d6":-1.0255,"d7":-0.8565,"d8":1.8519,"d9":1.3801,"d10":-1.0624},{"year":1923,"cluster_id":"B","Tmean":-1.1666,"PPT":-1.4218,"SWE":0.6745,"z_diff":-0.5871,"d1":0.7603,"d2":0.0003,"d3":0.8607,"d4":0.6012,"d5":-0.8993,"d6":-0.3691,"d7":-0.0501,"d8":-0.5578,"d9":0.7037,"d10":-0.1902},{"year":1924,"cluster_id":"B","Tmean":-2.3059,"PPT":-1.7689,"SWE":-0.1117,"z_diff":-0.4056,"d1":0.5223,"d2":0.5652,"d3":-0.4685,"d4":0.5529,"d5":-1.3149,"d6":-0.1418,"d7":-1.8294,"d8":-0.8945,"d9":1.4304,"d10":1.9787},{"year":1925,"cluster_id":"B","Tmean":-1.5488,"PPT":0.1169,"SWE":2.6235,"z_diff":-1.6503,"d1":-0.2682,"d2":-3.0986,"d3":1.8112,"d4":0.5205,"d5":0.7676,"d6":-0.3892,"d7":-0.6441,"d8":0.1457,"d9":-1.1673,"d10":0.1718},{"year":1926,"cluster_id":"B","Tmean":-1.0586,"PPT":0.445,"SWE":0.8498,"z_diff":-0.9491,"d1":0.2482,"d2":-0.0142,"d3":-0.7951,"d4":1.2051,"d5":2.7745,"d6":-1.1894,"d7":-0.9524,"d8":-0.213,"d9":-1.5393,"d10":-0.4661},{"year":1927,"cluster_id":"B","Tmean":-1.773,"PPT":0.8352,"SWE":-0.2353,"z_diff":-0.5183,"d1":1.202,"d2":-0.3129,"d3":0.2911,"d4":-0.7842,"d5":0.9517,"d6":0.8474,"d7":-1.2897,"d8":1.1045,"d9":1.3091,"d10":0.1009},{"year":1928,"cluster_id":"B","Tmean":-1.7723,"PPT":2.4527,"SWE":0.443,"z_diff":-1.158,"d1":2.062,"d2":0.5915,"d3":2.9871,"d4":0.4079,"d5":-0.461,"d6":1.1651,"d7":0.969,"d8":-0.4171,"d9":0.962,"d10":1.4601},{"year":1929,"cluster_id":"B","Tmean":-1.7251,"PPT":0.1424,"SWE":0.8001,"z_diff":-0.7434,"d1":1.2797,"d2":-0.3068,"d3":-1.5885,"d4":-0.0279,"d5":-0.2802,"d6":-0.1488,"d7":-0.4892,"d8":1.6851,"d9":1.8829,"d10":-0.1589},{"year":1930,"cluster_id":"B","Tmean":-1.4381,"PPT":0.3648,"SWE":0.3981,"z_diff":0.1655,"d1":2.2816,"d2":1.5207,"d3":-1.0079,"d4":2.1969,"d5":-0.9671,"d6":0.7603,"d7":0.5973,"d8":0.3092,"d9":-0.6167,"d10":0.1947},{"year":1931,"cluster_id":"B","Tmean":-1.1308,"PPT":1.5725,"SWE":1.0088,"z_diff":-1.075,"d1":-0.8827,"d2":0.2167,"d3":-1.0776,"d4":-0.4056,"d5":2.0404,"d6":-0.2067,"d7":0.6862,"d8":0.5023,"d9":-1.6438,"d10":-1.0818},{"year":1932,"cluster_id":"B","Tmean":-1.1271,"PPT":-0.0622,"SWE":0.9195,"z_diff":-0.1378,"d1":-0.8571,"d2":1.8714,"d3":-1.6452,"d4":-0.8256,"d5":0.0553,"d6":0.6304,"d7":1.003,"d8":0.4813,"d9":-0.5378,"d10":0.4398},{"year":1933,"cluster_id":"B","Tmean":0.1553,"PPT":1.193,"SWE":0.0219,"z_diff":-0.2677,"d1":-2.9046,"d2":1.4962,"d3":-0.2618,"d4":2.0746,"d5":-1.6572,"d6":0.8443,"d7":0.299,"d8":-2.0244,"d9":-1.1897,"d10":-0.1699},{"year":1934,"cluster_id":"B","Tmean":-0.1374,"PPT":0.9484,"SWE":1.8406,"z_diff":-0.4803,"d1":1.315,"d2":-1.0209,"d3":-0.8204,"d4":0.0879,"d5":-1.6085,"d6":1.3084,"d7":-1.1513,"d8":-0.6117,"d9":1.5679,"d10":0.4575},{"year":1935,"cluster_id":"B","Tmean":-0.0151,"PPT":0.5944,"SWE":0.6852,"z_diff":-0.4379,"d1":0.7539,"d2":1.1035,"d3":0.3262,"d4":-0.5854,"d5":1.0335,"d6":0.3625,"d7":-0.8451,"d8":-0.3195,"d9":0.7538,"d10":0.6099},{"year":1936,"cluster_id":"B","Tmean":-1.286,"PPT":0.5126,"SWE":0.3101,"z_diff":-0.2058,"d1":-0.8349,"d2":0.5662,"d3":0.595,"d4":0.0221,"d5":-1.1199,"d6":-0.0152,"d7":-2.2116,"d8":1.1844,"d9":-1.0448,"d10":0.1099},{"year":1937,"cluster_id":"B","Tmean":-0.9481,"PPT":2.533,"SWE":-0.092,"z_diff":-0.4578,"d1":0.6169,"d2":-0.6914,"d3":1.0464,"d4":0.9326,"d5":-0.365,"d6":2.5786,"d7":0.5545,"d8":-1.0745,"d9":0.7933,"d10":1.4375},{"year":1938,"cluster_id":"B","Tmean":-0.9548,"PPT":2.0087,"SWE":0.0949,"z_diff":-0.6553,"d1":0.5295,"d2":0.934,"d3":1.0533,"d4":-0.0085,"d5":0.0838,"d6":1.1264,"d7":-0.8889,"d8":0.4995,"d9":-1.6803,"d10":0.0221},{"year":1939,"cluster_id":"B","Tmean":-1.4155,"PPT":-0.5459,"SWE":-0.8225,"z_diff":0.3818,"d1":1.5194,"d2":1.1891,"d3":0.6858,"d4":2.0041,"d5":-0.625,"d6":0.2284,"d7":1.0849,"d8":-0.644,"d9":-0.2231,"d10":-0.6115},{"year":1940,"cluster_id":"B","Tmean":-0.7101,"PPT":-0.2428,"SWE":-0.6631,"z_diff":0.2004,"d1":-0.8601,"d2":-1.8214,"d3":0.7775,"d4":-0.0066,"d5":-0.49,"d6":-0.379,"d7":-0.5372,"d8":1.1773,"d9":2.2955,"d10":0.5912},{"year":1941,"cluster_id":"B","Tmean":-0.4173,"PPT":0.272,"SWE":0.4877,"z_diff":0.4102,"d1":0.0746,"d2":-0.3344,"d3":-2.1027,"d4":1.5954,"d5":-0.2998,"d6":-0.4023,"d7":0.547,"d8":0.5852,"d9":-0.1999,"d10":-0.152},{"year":1942,"cluster_id":"B","Tmean":-0.2964,"PPT":-0.6112,"SWE":-1.172,"z_diff":0.8454,"d1":-1.1877,"d2":1.5256,"d3":0.0255,"d4":-1.0166,"d5":-1.6876,"d6":-2.218,"d7":0.2898,"d8":-0.1972,"d9":-1.005,"d10":1.3908},{"year":1943,"cluster_id":"B","Tmean":-0.3246,"PPT":-3.1094,"SWE":0.6391,"z_diff":0.3471,"d1":0.1961,"d2":0.989,"d3":0.2777,"d4":-0.1502,"d5":-1.4919,"d6":-0.5431,"d7":1.2469,"d8":2.206,"d9":0.5572,"d10":-0.1865},{"year":1944,"cluster_id":"B","Tmean":-0.5205,"PPT":-1.6017,"SWE":-0.1161,"z_diff":0.6073,"d1":0.0209,"d2":-1.087,"d3":-0.8221,"d4":-0.3287,"d5":1.6419,"d6":-1.6726,"d7":0.5971,"d8":-0.0332,"d9":-0.2092,"d10":0.201},{"year":1945,"cluster_id":"B","Tmean":-0.313,"PPT":-0.2094,"SWE":-0.6767,"z_diff":0.8424,"d1":-0.7161,"d2":-1.6289,"d3":-1.0388,"d4":1.4422,"d5":0.59,"d6":-0.1438,"d7":-0.4346,"d8":1.4508,"d9":0.7501,"d10":-0.8463},{"year":1946,"cluster_id":"B","Tmean":-0.0648,"PPT":-0.5615,"SWE":-1.9138,"z_diff":0.8787,"d1":0.2518,"d2":0.3045,"d3":1.7755,"d4":0.7949,"d5":-0.6024,"d6":0.4803,"d7":0.4769,"d8":-1.2676,"d9":0.0513,"d10":-1.0873},{"year":1947,"cluster_id":"B","Tmean":-1.328,"PPT":0.4199,"SWE":-0.6661,"z_diff":-0.9021,"d1":0.0876,"d2":0.291,"d3":-1.2861,"d4":0.4134,"d5":0.3337,"d6":0.1934,"d7":0.4582,"d8":-0.2334,"d9":-0.1442,"d10":0.5113},{"year":1948,"cluster_id":"B","Tmean":0.7475,"PPT":0.7786,"SWE":0.7551,"z_diff":0.3298,"d1":-0.5071,"d2":0.3493,"d3":0.6752,"d4":-0.7607,"d5":1.523,"d6":-0.1222,"d7":0.3087,"d8":-1.5312,"d9":1.0244,"d10":0.9882},{"year":1949,"cluster_id":"B","Tmean":0.1663,"PPT":-0.1742,"SWE":0.6643,"z_diff":-0.065,"d1":-0.4376,"d2":-0.4712,"d3":0.259,"d4":0.5605,"d5":0.0111,"d6":0.2644,"d7":-1.3754,"d8":0.3115,"d9":0.3978,"d10":-1.0313},{"year":1950,"cluster_id":"B","Tmean":-0.895,"PPT":0.347,"SWE":-0.9002,"z_diff":-0.5144,"d1":-1.7217,"d2":0.0842,"d3":1.0015,"d4":-1.7593,"d5":1.8069,"d6":-0.5895,"d7":2.2697,"d8":-0.5844,"d9":0.1079,"d10":-1.0197},{"year":1951,"cluster_id":"B","Tmean":-2.3281,"PPT":0.9614,"SWE":-1.6397,"z_diff":-0.2714,"d1":0.6806,"d2":1.3922,"d3":0.6975,"d4":-1.8011,"d5":0.2851,"d6":1.1167,"d7":1.3421,"d8":-0.0088,"d9":-0.1564,"d10":0.676},{"year":1952,"cluster_id":"B","Tmean":-1.6658,"PPT":0.4556,"SWE":0.7808,"z_diff":-0.5738,"d1":0.602,"d2":-0.041,"d3":-0.8967,"d4":-0.2551,"d5":-0.3388,"d6":0.3926,"d7":0.2259,"d8":1.5067,"d9":1.4376,"d10":0.3299},{"year":1953,"cluster_id":"B","Tmean":-0.0697,"PPT":1.8239,"SWE":-0.8187,"z_diff":0.0819,"d1":-0.0701,"d2":-0.1478,"d3":0.4805,"d4":-1.4569,"d5":2.1038,"d6":0.0228,"d7":1.1949,"d8":-0.5502,"d9":0.7529,"d10":1.3111},{"year":1954,"cluster_id":"B","Tmean":-1.1208,"PPT":0.3851,"SWE":-0.9928,"z_diff":-0.2564,"d1":0.418,"d2":-0.698,"d3":-0.5871,"d4":0.0007,"d5":-0.6975,"d6":0.8329,"d7":-0.3939,"d8":0.4123,"d9":0.295,"d10":0.0064},{"year":1955,"cluster_id":"B","Tmean":-1.8929,"PPT":0.0966,"SWE":-0.1588,"z_diff":-0.0256,"d1":-0.8133,"d2":0.3314,"d3":1.2185,"d4":-0.6691,"d5":-0.9816,"d6":0.8571,"d7":-1.7065,"d8":-0.0917,"d9":-1.3796,"d10":-0.5311},{"year":1956,"cluster_id":"B","Tmean":-0.258,"PPT":0.7642,"SWE":1.252,"z_diff":-0.9977,"d1":1.1858,"d2":-1.0217,"d3":-0.6071,"d4":-1.8796,"d5":0.2555,"d6":0.5359,"d7":1.0498,"d8":1.1623,"d9":-1.1137,"d10":-0.2098},{"year":1957,"cluster_id":"B","Tmean":-0.3125,"PPT":0.2778,"SWE":-0.087,"z_diff":0.1601,"d1":1.5319,"d2":0.0441,"d3":-1.1601,"d4":0.8477,"d5":-0.6413,"d6":-0.3229,"d7":0.6538,"d8":1.1158,"d9":-0.0681,"d10":-1.1121},{"year":1958,"cluster_id":"B","Tmean":-0.0685,"PPT":-1.4818,"SWE":-1.248,"z_diff":1.3897,"d1":-0.4758,"d2":-0.1541,"d3":-1.8114,"d4":-0.8617,"d5":-0.2532,"d6":1.6424,"d7":0.3494,"d8":-1.7343,"d9":0.4698,"d10":1.0463},{"year":1959,"cluster_id":"B","Tmean":-0.4969,"PPT":-1.1233,"SWE":0.34,"z_diff":-0.0901,"d1":1.1294,"d2":-0.9108,"d3":0.2224,"d4":0.7597,"d5":-1.69,"d6":0.0858,"d7":0.7688,"d8":-0.269,"d9":-0.8028,"d10":1.3065},{"year":1960,"cluster_id":"B","Tmean":-1.0443,"PPT":-0.2183,"SWE":0.2979,"z_diff":-0.2358,"d1":0.4817,"d2":1.1639,"d3":-0.3019,"d4":1.3951,"d5":0.3257,"d6":0.5441,"d7":-1.2079,"d8":-1.0147,"d9":0.4875,"d10":1.6531},{"year":1961,"cluster_id":"B","Tmean":-1.1757,"PPT":-2.3124,"SWE":-0.4197,"z_diff":1.186,"d1":-1.0397,"d2":0.2379,"d3":0.707,"d4":-0.7201,"d5":-0.3579,"d6":-0.0431,"d7":0.3687,"d8":-0.4346,"d9":0.0107,"d10":0.8872},{"year":1962,"cluster_id":"B","Tmean":-1.1854,"PPT":-0.9548,"SWE":1.2031,"z_diff":-0.3676,"d1":0.434,"d2":-0.138,"d3":-0.9271,"d4":-0.4364,"d5":2.2526,"d6":0.4959,"d7":-0.1177,"d8":-0.7395,"d9":-0.738,"d10":0.8309},{"year":1963,"cluster_id":"B","Tmean":-1.3128,"PPT":-0.7046,"SWE":2.6522,"z_diff":-0.8112,"d1":-0.2087,"d2":-0.7522,"d3":1.7207,"d4":-0.8309,"d5":-0.145,"d6":-0.4567,"d7":1.1681,"d8":-0.9509,"d9":1.1857,"d10":-0.554},{"year":1964,"cluster_id":"B","Tmean":-0.3135,"PPT":0.1595,"SWE":0.7292,"z_diff":-0.5238,"d1":-1.4349,"d2":-0.0038,"d3":0.6881,"d4":-1.4684,"d5":0.1997,"d6":-0.2929,"d7":1.005,"d8":0.0746,"d9":0.1906,"d10":0.0256},{"year":1965,"cluster_id":"B","Tmean":0.2453,"PPT":-0.9265,"SWE":0.9928,"z_diff":0.6612,"d1":-0.1687,"d2":1.1471,"d3":0.7084,"d4":0.2066,"d5":-1.2126,"d6":0.4782,"d7":-1.9577,"d8":1.0483,"d9":0.6794,"d10":-0.8148},{"year":1966,"cluster_id":"B","Tmean":0.0785,"PPT":0.2317,"SWE":-0.3991,"z_diff":0.175,"d1":-0.9653,"d2":-0.4371,"d3":-1.2428,"d4":-0.9733,"d5":-0.2317,"d6":-1.0394,"d7":0.3337,"d8":-0.5222,"d9":1.0489,"d10":1.1408},{"year":1967,"cluster_id":"B","Tmean":0.1949,"PPT":0.4626,"SWE":2.7264,"z_diff":-0.9505,"d1":1.1462,"d2":-2.4321,"d3":-0.5184,"d4":-0.3984,"d5":0.2758,"d6":0.0204,"d7":-1.4118,"d8":0.0395,"d9":-0.4252,"d10":0.7174},{"year":1968,"cluster_id":"B","Tmean":0.4297,"PPT":-0.1777,"SWE":0.6563,"z_diff":0.4826,"d1":-0.4397,"d2":1.9552,"d3":-0.1644,"d4":1.3775,"d5":1.9844,"d6":0.3147,"d7":0.8072,"d8":-1.7115,"d9":-0.0188,"d10":-0.9711},{"year":1969,"cluster_id":"B","Tmean":1.5732,"PPT":0.8108,"SWE":-1.0109,"z_diff":0.996,"d1":-0.6178,"d2":-0.8446,"d3":-0.0985,"d4":0.7825,"d5":0.3704,"d6":-1.2634,"d7":-1.3086,"d8":0.1267,"d9":0.0889,"d10":0.3747},{"year":1970,"cluster_id":"B","Tmean":1.7465,"PPT":1.1724,"SWE":1.1467,"z_diff":-0.2757,"d1":-0.5179,"d2":1.7834,"d3":0.3231,"d4":-1.7529,"d5":0.1867,"d6":-0.2567,"d7":-0.7587,"d8":1.6176,"d9":-1.1686,"d10":-0.1641},{"year":1971,"cluster_id":"B","Tmean":0.8317,"PPT":0.9355,"SWE":0.3599,"z_diff":0.2651,"d1":-0.4074,"d2":2.0248,"d3":1.7905,"d4":0.0121,"d5":0.8499,"d6":-1.2144,"d7":0.7182,"d8":2.155,"d9":-0.4155,"d10":-0.125},{"year":1972,"cluster_id":"B","Tmean":1.2445,"PPT":0.7686,"SWE":0.3784,"z_diff":-0.0054,"d1":0.6616,"d2":0.8251,"d3":0.528,"d4":0.5936,"d5":-1.6996,"d6":0.2636,"d7":-2.3143,"d8":-0.2068,"d9":0.8131,"d10":-1.1411},{"year":1973,"cluster_id":"B","Tmean":1.0621,"PPT":0.818,"SWE":-1.4224,"z_diff":0.8599,"d1":-0.4396,"d2":-1.2712,"d3":-0.0252,"d4":-0.5153,"d5":-0.9097,"d6":2.0382,"d7":-0.5484,"d8":0.5753,"d9":0.5296,"d10":1.1661},{"year":1974,"cluster_id":"B","Tmean":0.6882,"PPT":1.1736,"SWE":1.9058,"z_diff":-0.1201,"d1":-0.7569,"d2":-0.2308,"d3":-0.1998,"d4":0.3995,"d5":0.3795,"d6":0.4714,"d7":1.6198,"d8":-0.0935,"d9":0.0755,"d10":-0.6014},{"year":1975,"cluster_id":"B","Tmean":0.4473,"PPT":2.0114,"SWE":-0.5776,"z_diff":0.3045,"d1":-0.9048,"d2":-2.117,"d3":-0.756,"d4":-0.0384,"d5":0.1003,"d6":-0.5369,"d7":-1.3781,"d8":-0.4752,"d9":0.6496,"d10":0.1335},{"year":1976,"cluster_id":"B","Tmean":-0.2129,"PPT":0.0807,"SWE":1.3596,"z_diff":-0.5366,"d1":0.536,"d2":-0.6057,"d3":-0.8349,"d4":-0.8872,"d5":-0.875,"d6":-1.267,"d7":-1.5472,"d8":-0.4788,"d9":-0.8033,"d10":-0.7777},{"year":1977,"cluster_id":"B","Tmean":0.5635,"PPT":0.8366,"SWE":-1.0036,"z_diff":0.0025,"d1":-1.1577,"d2":1.0246,"d3":1.6183,"d4":-0.3337,"d5":1.8758,"d6":-0.7429,"d7":-1.8726,"d8":0.0708,"d9":0.628,"d10":-0.2337},{"year":1978,"cluster_id":"B","Tmean":1.3523,"PPT":0.5406,"SWE":0.1953,"z_diff":0.9011,"d1":-1.5834,"d2":0.3249,"d3":-0.1099,"d4":0.3482,"d5":-0.899,"d6":0.9078,"d7":0.9043,"d8":-0.0039,"d9":-1.4203,"d10":-0.1226},{"year":1979,"cluster_id":"B","Tmean":0.7319,"PPT":-0.0811,"SWE":0.3959,"z_diff":0.0772,"d1":0.1907,"d2":0.999,"d3":-0.8152,"d4":0.005,"d5":1.2556,"d6":0.5556,"d7":0.6777,"d8":-0.6302,"d9":-0.9507,"d10":-0.412},{"year":1980,"cluster_id":"B","Tmean":0.3534,"PPT":0.2616,"SWE":-0.2502,"z_diff":0.6903,"d1":-0.6968,"d2":-1.0539,"d3":-0.2102,"d4":1.6073,"d5":-0.3827,"d6":1.1133,"d7":-0.1024,"d8":0.1787,"d9":-0.2051,"d10":0.9655},{"year":1981,"cluster_id":"B","Tmean":0.1653,"PPT":-0.9567,"SWE":-0.3907,"z_diff":0.2529,"d1":-2.4183,"d2":-0.3502,"d3":-1.0263,"d4":0.6745,"d5":-0.7612,"d6":-0.4965,"d7":-1.1526,"d8":-1.2845,"d9":-1.1862,"d10":2.1129},{"year":1982,"cluster_id":"B","Tmean":1.0389,"PPT":-0.3391,"SWE":-0.8591,"z_diff":0.9523,"d1":1.1026,"d2":0.668,"d3":1.0408,"d4":-0.9422,"d5":0.1068,"d6":0.7402,"d7":-0.9439,"d8":-1.0499,"d9":-1.4034,"d10":-0.2099},{"year":1983,"cluster_id":"B","Tmean":0.8163,"PPT":0.4904,"SWE":0.1868,"z_diff":-0.658,"d1":0.7202,"d2":0.0662,"d3":-0.1483,"d4":-0.7851,"d5":-0.5113,"d6":-0.0758,"d7":-0.483,"d8":0.1893,"d9":1.2462,"d10":-0.1758},{"year":1984,"cluster_id":"B","Tmean":1.0217,"PPT":0.3351,"SWE":-0.1538,"z_diff":0.3806,"d1":1.4292,"d2":1.7724,"d3":-2.4678,"d4":-1.2482,"d5":-1.1783,"d6":0.6034,"d7":1.744,"d8":-0.9128,"d9":0.9629,"d10":-1.429},{"year":1985,"cluster_id":"B","Tmean":1.4086,"PPT":0.9788,"SWE":-0.8123,"z_diff":0.6513,"d1":0.7319,"d2":-1.1767,"d3":0.2007,"d4":-0.0952,"d5":0.2244,"d6":-0.1662,"d7":0.2606,"d8":-0.5225,"d9":0.1587,"d10":0.6984},{"year":1986,"cluster_id":"B","Tmean":0.5548,"PPT":-0.0124,"SWE":0.9744,"z_diff":0.1637,"d1":0.0262,"d2":0.2449,"d3":-1.7073,"d4":-0.1684,"d5":0.0273,"d6":-0.6749,"d7":0.6132,"d8":1.44,"d9":0.0917,"d10":1.4926},{"year":1987,"cluster_id":"B","Tmean":0.5542,"PPT":-1.088,"SWE":-0.8197,"z_diff":-0.2959,"d1":-0.4613,"d2":0.3202,"d3":0.6626,"d4":0.1864,"d5":0.702,"d6":-0.0413,"d7":0.1666,"d8":-0.5199,"d9":-1.6754,"d10":-0.3827},{"year":1988,"cluster_id":"B","Tmean":-0.0022,"PPT":-0.4239,"SWE":-0.8297,"z_diff":0.2629,"d1":0.0006,"d2":-0.2503,"d3":0.5309,"d4":-0.4912,"d5":0.2747,"d6":0.9487,"d7":1.2268,"d8":1.0999,"d9":-0.9274,"d10":1.2106},{"year":1989,"cluster_id":"B","Tmean":0.4075,"PPT":-0.6746,"SWE":-0.6984,"z_diff":1.1516,"d1":0.1099,"d2":0.0752,"d3":-1.1185,"d4":0.9395,"d5":-0.1136,"d6":-1.6898,"d7":-1.0439,"d8":-0.7084,"d9":0.2655,"d10":-0.6225},{"year":1990,"cluster_id":"B","Tmean":1.2089,"PPT":-0.4085,"SWE":-0.3264,"z_diff":0.544,"d1":0.2932,"d2":-0.2513,"d3":-0.7768,"d4":2.0632,"d5":1.5194,"d6":0.6927,"d7":0.5165,"d8":1.8341,"d9":-0.6973,"d10":-1.8629},{"year":1991,"cluster_id":"B","Tmean":1.3269,"PPT":-1.4934,"SWE":-0.203,"z_diff":0.6585,"d1":0.5897,"d2":1.3821,"d3":-1.1776,"d4":-0.7237,"d5":0.8419,"d6":-0.4983,"d7":0.4871,"d8":1.0025,"d9":1.2876,"d10":-0.3182},{"year":1992,"cluster_id":"B","Tmean":1.0776,"PPT":-0.7885,"SWE":-0.0093,"z_diff":-0.0133,"d1":-0.602,"d2":0.018,"d3":1.3453,"d4":-0.5479,"d5":0.8439,"d6":2.3822,"d7":-0.7856,"d8":1.0872,"d9":0.1097,"d10":0.655},{"year":1993,"cluster_id":"B","Tmean":0.3441,"PPT":0.2201,"SWE":0.3079,"z_diff":-0.0772,"d1":0.1266,"d2":-0.7759,"d3":0.5052,"d4":-1.7434,"d5":0.1,"d6":-1.861,"d7":-1.3854,"d8":0.3062,"d9":-0.3138,"d10":0.7523},{"year":1994,"cluster_id":"B","Tmean":0.5301,"PPT":-0.3958,"SWE":-0.3404,"z_diff":0.2701,"d1":-0.2505,"d2":0.368,"d3":-0.8236,"d4":0.2201,"d5":-0.3405,"d6":0.2142,"d7":-0.2056,"d8":-0.1865,"d9":-0.4637,"d10":-0.0879},{"year":1995,"cluster_id":"B","Tmean":0.3113,"PPT":-1.98,"SWE":-2.2208,"z_diff":1.0197,"d1":-0.7643,"d2":-1.7159,"d3":0.8866,"d4":-0.9538,"d5":0.6628,"d6":-0.6573,"d7":0.9719,"d8":-0.617,"d9":0.2781,"d10":-1.3179},{"year":1996,"cluster_id":"B","Tmean":0.9786,"PPT":-0.1257,"SWE":-0.2799,"z_diff":0.9848,"d1":-1.2988,"d2":0.5476,"d3":-0.7388,"d4":0.3846,"d5":-0.8603,"d6":0.4308,"d7":0.6438,"d8":0.0073,"d9":0.9259,"d10":0.1394},{"year":1997,"cluster_id":"B","Tmean":0.3746,"PPT":0.9478,"SWE":0.5771,"z_diff":-0.0858,"d1":-0.4225,"d2":-0.4565,"d3":0.6711,"d4":0.8142,"d5":0.0047,"d6":-0.7592,"d7":0.3937,"d8":-0.6972,"d9":-0.9936,"d10":0.1827},{"year":1998,"cluster_id":"B","Tmean":0.4455,"PPT":1.1934,"SWE":0.5778,"z_diff":0.4155,"d1":1.8426,"d2":-1.7116,"d3":-0.0593,"d4":0.2523,"d5":-0.2946,"d6":0.1012,"d7":0.5284,"d8":0.2068,"d9":1.8474,"d10":-0.0376},{"year":1999,"cluster_id":"B","Tmean":1.1227,"PPT":-0.1643,"SWE":-0.1596,"z_diff":0.704,"d1":0.2269,"d2":-0.6578,"d3":-1.8076,"d4":0.7203,"d5":-0.6138,"d6":2.3989,"d7":-0.6795,"d8":-0.0536,"d9":-0.7036,"d10":-0.6178},{"year":2000,"cluster_id":"B","Tmean":1.0427,"PPT":-0.1093,"SWE":-1.7436,"z_diff":1.551,"d1":1.4896,"d2":-0.0854,"d3":1.6924,"d4":-2.3748,"d5":-1.7146,"d6":0.5967,"d7":-0.8473,"d8":-1.5214,"d9":-0.9598,"d10":0.827},{"year":2001,"cluster_id":"B","Tmean":0.0967,"PPT":-0.808,"SWE":0.8425,"z_diff":-0.3949,"d1":-0.5119,"d2":-0.4416,"d3":-0.2372,"d4":1.6266,"d5":0.4873,"d6":-1.9537,"d7":0.8121,"d8":-2.0996,"d9":-2.0496,"d10":0.1464},{"year":2002,"cluster_id":"B","Tmean":-0.0053,"PPT":-0.593,"SWE":1.2574,"z_diff":-0.6509,"d1":-1.8878,"d2":-0.3197,"d3":0.4156,"d4":-0.6778,"d5":-0.2574,"d6":-1.094,"d7":-0.0044,"d8":-0.1446,"d9":-1.5338,"d10":-1.273},{"year":2003,"cluster_id":"B","Tmean":0.6514,"PPT":-0.9686,"SWE":-2.6149,"z_diff":0.4883,"d1":0.5558,"d2":0.656,"d3":0.2965,"d4":-0.9097,"d5":0.1168,"d6":0.4593,"d7":-1.0049,"d8":0.6301,"d9":-0.9552,"d10":0.1949},{"year":2004,"cluster_id":"B","Tmean":0.472,"PPT":-0.6491,"SWE":0.0507,"z_diff":0.1416,"d1":-0.5682,"d2":1.0165,"d3":-0.1173,"d4":-0.1359,"d5":-0.5065,"d6":-0.268,"d7":-0.6217,"d8":-0.2329,"d9":-0.1358,"d10":-1.8118},{"year":2005,"cluster_id":"B","Tmean":-0.0608,"PPT":-0.442,"SWE":-0.8728,"z_diff":0.6058,"d1":-1.1555,"d2":-0.5247,"d3":-0.0593,"d4":-0.6293,"d5":-1.164,"d6":-0.2202,"d7":0.4225,"d8":-0.2681,"d9":-0.0734,"d10":1.7186},{"year":2006,"cluster_id":"B","Tmean":1.0031,"PPT":-0.3982,"SWE":-0.1589,"z_diff":0.5924,"d1":1.1645,"d2":0.7282,"d3":0.1998,"d4":-1.3846,"d5":-0.1077,"d6":0.326,"d7":1.0688,"d8":0.146,"d9":-1.1642,"d10":1.4614},{"year":2007,"cluster_id":"B","Tmean":1.1034,"PPT":-0.369,"SWE":0.7754,"z_diff":0.4728,"d1":-1.301,"d2":-1.0958,"d3":0.2877,"d4":1.5229,"d5":0.6549,"d6":-0.4525,"d7":0.2718,"d8":-1.1847,"d9":0.7419,"d10":-1.4653},{"year":2008,"cluster_id":"B","Tmean":0.2115,"PPT":-0.6162,"SWE":-0.5457,"z_diff":0.8789,"d1":0.2224,"d2":-0.2185,"d3":1.3206,"d4":0.3048,"d5":-1.3312,"d6":-2.8749,"d7":0.2602,"d8":-0.3109,"d9":-0.5686,"d10":-0.3295},{"year":2009,"cluster_id":"B","Tmean":0.2289,"PPT":0.5317,"SWE":0.3441,"z_diff":0.0703,"d1":-0.7673,"d2":-0.7766,"d3":0.1666,"d4":2.1132,"d5":1.8812,"d6":0.5922,"d7":-0.1995,"d8":-0.0874,"d9":-1.5805,"d10":1.8928},{"year":2010,"cluster_id":"B","Tmean":0.9593,"PPT":-1.6323,"SWE":0.3698,"z_diff":0.3294,"d1":0.6253,"d2":0.8569,"d3":0.4042,"d4":0.8169,"d5":0.1972,"d6":-0.2465,"d7":-1.0003,"d8":-0.1901,"d9":-0.3324,"d10":0.7986},{"year":2011,"cluster_id":"B","Tmean":2.047,"PPT":-1.409,"SWE":-0.2176,"z_diff":0.898,"d1":-0.0064,"d2":-0.0797,"d3":1.9095,"d4":-0.7118,"d5":0.3851,"d6":-1.3293,"d7":-0.1095,"d8":-1.6816,"d9":0.2353,"d10":-1.1946},{"year":2012,"cluster_id":"B","Tmean":1.6154,"PPT":-0.0572,"SWE":0.0852,"z_diff":0.5977,"d1":1.1766,"d2":0.1312,"d3":-0.3193,"d4":-1.0491,"d5":0.7418,"d6":-2.4425,"d7":0.378,"d8":-1.6735,"d9":1.4228,"d10":-1.9979},{"year":2013,"cluster_id":"B","Tmean":0.2028,"PPT":0.2375,"SWE":-0.3534,"z_diff":-0.0093,"d1":0.0752,"d2":0.5807,"d3":-1.3539,"d4":-0.2753,"d5":1.5645,"d6":-0.916,"d7":0.8133,"d8":0.8982,"d9":-0.3961,"d10":-2.546},{"year":2014,"cluster_id":"B","Tmean":1.0258,"PPT":-0.4731,"SWE":-0.7425,"z_diff":-0.0121,"d1":-1.7849,"d2":0.469,"d3":0.359,"d4":0.885,"d5":-1.3817,"d6":0.9398,"d7":1.9481,"d8":0.0046,"d9":0.2426,"d10":-2.1665},{"year":2015,"cluster_id":"B","Tmean":0.9744,"PPT":0.5821,"SWE":-2.0672,"z_diff":0.9333,"d1":-0.084,"d2":-1.6131,"d3":0.492,"d4":0.6581,"d5":-0.2305,"d6":-0.9043,"d7":0.816,"d8":1.2123,"d9":-1.3093,"d10":0.1198},{"year":2016,"cluster_id":"B","Tmean":0.1688,"PPT":0.3819,"SWE":0.064,"z_diff":-0.5305,"d1":1.2523,"d2":0.3252,"d3":-0.0169,"d4":0.0292,"d5":0.4984,"d6":-0.2707,"d7":0.8133,"d8":-1.2221,"d9":1.3222,"d10":-1.6478},{"year":2017,"cluster_id":"B","Tmean":1.3573,"PPT":-0.3983,"SWE":-2.12,"z_diff":1.4843,"d1":1.0755,"d2":-0.5146,"d3":-0.3404,"d4":0.2402,"d5":0.0937,"d6":0.2338,"d7":0.428,"d8":1.9058,"d9":2.8576,"d10":1.3583},{"year":2018,"cluster_id":"B","Tmean":1.0636,"PPT":1.2806,"SWE":-0.2432,"z_diff":-0.0287,"d1":-1.1272,"d2":-0.5843,"d3":-0.4846,"d4":0.5213,"d5":0.1027,"d6":1.3941,"d7":1.0189,"d8":2.5316,"d9":0.7626,"d10":0.6018},{"year":2019,"cluster_id":"B","Tmean":0.6191,"PPT":0.8668,"SWE":1.0678,"z_diff":0.1381,"d1":-0.8033,"d2":1.4503,"d3":-0.4418,"d4":-0.5597,"d5":-0.4643,"d6":-0.314,"d7":-1.1559,"d8":-0.1546,"d9":-0.4205,"d10":-0.7256}],"forecast":[{"year":2020,"cluster_id":"A","Tmean":0.1819,"PPT":1.9007,"SWE":0.2107,"d1":-0.1997,"d2":0.3704,"d3":-1.8791,"d4":1.082,"d5":0.2377,"d6":0.1125,"d7":0.1815,"d8":0.9298,"d9":1.3592,"d10":-0.1374},{"year":2021,"cluster_id":"A","Tmean":1.0392,"PPT":0.7155,"SWE":-1.4941,"d1":2.0272,"d2":-1.2432,"d3":-0.6468,"d4":0.7628,"d5":-0.9919,"d6":-1.4339,"d7":1.3008,"d8":-0.5732,"d9":-2.1318,"d10":-0.0971},{"year":2022,"cluster_id":"A","Tmean":0.4028,"PPT":1.7007,"SWE":0.4244,"d1":0.8228,"d2":-0.3993,"d3":2.1209,"d4":-1.3233,"d5":1.3568,"d6":0.165,"d7":-1.4532,"d8":-1.0838,"d9":0.1389,"d10":-2.0441},{"year":2023,"cluster_id":"A","Tmean":1.0613,"PPT":1.2143,"SWE":0.2947,"d1":0.3604,"d2":0.7391,"d3":0.0896,"d4":0.131,"d5":0.9746,"d6":0.2615,"d7":1.3607,"d8":0.5721,"d9":1.5164,"d10":-1.1536},{"year":2024,"cluster_id":"A","Tmean":1.2049,"PPT":1.7293,"SWE":-0.3882,"d1":-2.0827,"d2":0.7648,"d3":-0.3607,"d4":-0.7129,"d5":-1.2092,"d6":-0.4769,"d7":-0.6618,"d8":0.0265,"d9":1.9787,"d10":2.6844},{"year":2025,"cluster_id":"A","Tmean":0.7651,"PPT":0.3842,"SWE":-0.8398,"d1":-0.2122,"d2":0.0387,"d3":0.6306,"d4":-0.8457,"d5":0.9349,"d6":-0.452,"d7":0.4665,"d8":-0.0304,"d9":2.9736,"d10":-0.4991},{"year":2026,"cluster_id":"A","Tmean":0.4731,"PPT":0.2993,"SWE":-0.5249,"d1":0.2981,"d2":-1.5657,"d3":0.54,"d4":0.3287,"d5":-0.2325,"d6":1.9031,"d7":0.1401,"d8":0.2175,"d9":-0.9772,"d10":0.4037},{"year":2027,"cluster_id":"A","Tmean":0.3194,"PPT":0.4251,"SWE":0.1071,"d1":1.9821,"d2":-0.5465,"d3":0.8432,"d4":-1.0933,"d5":1.4631,"d6":1.3877,"d7":1.0561,"d8":-0.9735,"d9":1.8771,"d10":0.0052},{"year":2028,"cluster_id":"A","Tmean":1.1818,"PPT":-0.0384,"SWE":1.5902,"d1":-0.7399,"d2":1.9533,"d3":1.4711,"d4":-0.549,"d5":-0.2512,"d6":1.4466,"d7":-2.4683,"d8":0.7248,"d9":0.7146,"d10":-0.8155},{"year":2029,"cluster_id":"A","Tmean":2.1751,"PPT":-0.1055,"SWE":1.463,"d1":1.0222,"d2":-1.042,"d3":-0.0872,"d4":0.6766,"d5":-1.1058,"d6":-0.5421,"d7":0.7568,"d8":1.7836,"d9":1.1699,"d10":-0.0967},{"year":2030,"cluster_id":"A","Tmean":1.4103,"PPT":-1.4554,"SWE":-0.1948,"d1":-0.5841,"d2":-0.0565,"d3":1.3085,"d4":0.1632,"d5":0.7573,"d6":0.6285,"d7":0.1133,"d8":-0.3435,"d9":1.1541,"d10":1.526},{"year":2031,"cluster_id":"A","Tmean":1.9891,"PPT":-1.0062,"SWE":-0.9897,"d1":0.4992,"d2":-0.3701,"d3":-0.8089,"d4":-0.6668,"d5":-0.5442,"d6":0.2329,"d7":-1.9429,"d8":-1.4492,"d9":-1.7003,"d10":0.0414},{"year":2032,"cluster_id":"A","Tmean":2.1339,"PPT":-0.2896,"SWE":-0.8788,"d1":-0.3916,"d2":-0.7232,"d3":0.1215,"d4":1.196,"d5":-1.3118,"d6":-1.0359,"d7":0.899,"d8":0.79,"d9":0.1798,"d10":2.023},{"year":2033,"cluster_id":"A","Tmean":1.6011,"PPT":-0.4644,"SWE":-0.5083,"d1":-0.2227,"d2":-0.7325,"d3":1.2625,"d4":0.6161,"d5":-0.0802,"d6":-2.2153,"d7":0.0273,"d8":-0.4038,"d9":0.0103,"d10":-0.2382},{"year":2034,"cluster_id":"A","Tmean":2.2071,"PPT":-1.0871,"SWE":0.668,"d1":-1.6894,"d2":0.7125,"d3":0.5591,"d4":-0.1493,"d5":0.8875,"d6":0.474,"d7":-0.167,"d8":-2.2821,"d9":0.6216,"d10":1.8353},{"year":2020,"cluster_id":"B","Tmean":0.1819,"PPT":1.9007,"SWE":0.2107,"d1":-0.1997,"d2":0.3704,"d3":-1.8791,"d4":1.082,"d5":0.2377,"d6":0.1125,"d7":0.1815,"d8":0.9298,"d9":1.3592,"d10":-0.1374},{"year":2021,"cluster_id":"B","Tmean":1.0392,"PPT":0.7155,"SWE":-1.4941,"d1":2.0272,"d2":-1.2432,"d3":-0.6468,"d4":0.7628,"d5":-0.9919,"d6":-1.4339,"d7":1.3008,"d8":-0.5732,"d9":-2.1318,"d10":-0.0971},{"year":2022,"cluster_id":"B","Tmean":0.4028,"PPT":1.7007,"SWE":0.4244,"d1":0.8228,"d2":-0.3993,"d3":2.1209,"d4":-1.3233,"d5":1.3568,"d6":0.165,"d7":-1.4532,"d8":-1.0838,"d9":0.1389,"d10":-2.0441},{"year":2023,"cluster_id":"B","Tmean":1.0613,"PPT":1.2143,"SWE":0.2947,"d1":0.3604,"d2":0.7391,"d3":0.0896,"d4":0.131,"d5":0.9746,"d6":0.2615,"d7":1.3607,"d8":0.5721,"d9":1.5164,"d10":-1.1536},{"year":2024,"cluster_id":"B","Tmean":1.2049,"PPT":1.7293,"SWE":-0.3882,"d1":-2.0827,"d2":0.7648,"d3":-0.3607,"d4":-0.7129,"d5":-1.2092,"d6":-0.4769,"d7":-0.6618,"d8":0.0265,"d9":1.9787,"d10":2.6844},{"year":2025,"cluster_id":"B","Tmean":0.7651,"PPT":0.3842,"SWE":-0.8398,"d1":-0.2122,"d2":0.0387,"d3":0.6306,"d4":-0.8457,"d5":0.9349,"d6":-0.452,"d7":0.4665,"d8":-0.0304,"d9":2.9736,"d10":-0.4991},{"year":2026,"cluster_id":"B","Tmean":0.4731,"PPT":0.2993,"SWE":-0.5249,"d1":0.2981,"d2":-1.5657,"d3":0.54,"d4":0.3287,"d5":-0.2325,"d6":1.9031,"d7":0.1401,"d8":0.2175,"d9":-0.9772,"d10":0.4037},{"year":2027,"cluster_id":"B","Tmean":0.3194,"PPT":0.4251,"SWE":0.1071,"d1":1.9821,"d2":-0.5465,"d3":0.8432,"d4":-1.0933,"d5":1.4631,"d6":1.3877,"d7":1.0561,"d8":-0.9735,"d9":1.8771,"d10":0.0052},{"year":2028,"cluster_id":"B","Tmean":1.1818,"PPT":-0.0384,"SWE":1.5902,"d1":-0.7399,"d2":1.9533,"d3":1.4711,"d4":-0.549,"d5":-0.2512,"d6":1.4466,"d7":-2.4683,"d8":0.7248,"d9":0.7146,"d10":-0.8155},{"year":2029,"cluster_id":"B","Tmean":2.1751,"PPT":-0.1055,"SWE":1.463,"d1":1.0222,"d2":-1.042,"d3":-0.0872,"d4":0.6766,"d5":-1.1058,"d6":-0.5421,"d7":0.7568,"d8":1.7836,"d9":1.1699,"d10":-0.0967},{"year":2030,"cluster_id":"B","Tmean":1.4103,"PPT":-1.4554,"SWE":-0.1948,"d1":-0.5841,"d2":-0.0565,"d3":1.3085,"d4":0.1632,"d5":0.7573,"d6":0.6285,"d7":0.1133,"d8":-0.3435,"d9":1.1541,"d10":1.526},{"year":2031,"cluster_id":"B","Tmean":1.9891,"PPT":-1.0062,"SWE":-0.9897,"d1":0.4992,"d2":-0.3701,"d3":-0.8089,"d4":-0.6668,"d5":-0.5442,"d6":0.2329,"d7":-1.9429,"d8":-1.4492,"d9":-1.7003,"d10":0.0414},{"year":2032,"cluster_id":"B","Tmean":2.1339,"PPT":-0.2896,"SWE":-0.8788,"d1":-0.3916,"d2":-0.7232,"d3":0.1215,"d4":1.196,"d5":-1.3118,"d6":-1.0359,"d7":0.899,"d8":0.79,"d9":0.1798,"d10":2.023},{"year":2033,"cluster_id":"B","Tmean":1.6011,"PPT":-0.4644,"SWE":-0.5083,"d1":-0.2227,"d2":-0.7325,"d3":1.2625,"d4":0.6161,"d5":-0.0802,"d6":-2.2153,"d7":0.0273,"d8":-0.4038,"d9":0.0103,"d10":-0.2382},{"year":2034,"cluster_id":"B","Tmean":2.2071,"PPT":-1.0871,"SWE":0.668,"d1":-1.6894,"d2":0.7125,"d3":0.5591,"d4":-0.1493,"d5":0.8875,"d6":0.474,"d7":-0.167,"d8":-2.2821,"d9":0.6216,"d10":1.8353}],"validation":[{"year":2020,"cluster_id":"A","z_diff":-0.1036},{"year":2021,"cluster_id":"A","z_diff":0.0294},{"year":2022,"cluster_id":"A","z_diff":0.0176},{"year":2023,"cluster_id":"A","z_diff":0.0122},{"year":2024,"cluster_id":"A","z_diff":0.1464},{"year":2025,"cluster_id":"A","z_diff":0.1823},{"year":2026,"cluster_id":"A","z_diff":-0.0376},{"year":2027,"cluster_id":"A","z_diff":-0.1242},{"year":2028,"cluster_id":"A","z_diff":1.1784},{"year":2029,"cluster_id":"A","z_diff":1.3093},{"year":2030,"cluster_id":"A","z_diff":1.393},{"year":2031,"cluster_id":"A","z_diff":1.0912},{"year":2032,"cluster_id":"A","z_diff":1.2819},{"year":2033,"cluster_id":"A","z_diff":0.6922},{"year":2034,"cluster_id":"A","z_diff":1.3703},{"year":2020,"cluster_id":"B","z_diff":-0.5053},{"year":2021,"cluster_id":"B","z_diff":0.7037},{"year":2022,"cluster_id":"B","z_diff":-0.2968},{"year":2023,"cluster_id":"B","z_diff":0.1239},{"year":2024,"cluster_id":"B","z_diff":0.2181},{"year":2025,"cluster_id":"B","z_diff":0.8753},{"year":2026,"cluster_id":"B","z_diff":0.0628},{"year":2027,"cluster_id":"B","z_diff":0.2145},{"year":2028,"cluster_id":"B","z_diff":-0.1284},{"year":2029,"cluster_id":"B","z_diff":0.1015},{"year":2030,"cluster_id":"B","z_diff":1.1374},{"year":2031,"cluster_id":"B","z_diff":1.2409},{"year":2032,"cluster_id":"B","z_diff":1.0194},{"year":2033,"cluster_id":"B","z_diff":0.9864},{"year":2034,"cluster_id":"B","z_diff":0.2567}],"true_params":{"A":[0,0.5,-0.3,0.2,0.3],"B":[0.1,0.3,-0.2,-0.25,0.35]},"env_noise":{"Tmean":[0.3],"PPT":[0.2],"SWE":[0.15],"d1":[0],"d2":[0],"d3":[0],"d4":[0],"d5":[0],"d6":[0],"d7":[0],"d8":[0],"d9":[0],"d10":[0]},"standardization":{"Tmean":[15.748,1.2426],"PPT":[108.6062,15.9484],"SWE":[61.2357,20.645]},"description":["Simulated allele-frequency-change (z_diff) for two SNP clusters (A, B) at a mountain plant site. Training: 1970-2019 (50 obs/cluster). Forecast: 2020-2034 (15 obs/cluster). Three standardised climate predictors (Tmean, PPT, SWE) with low pairwise correlation, plus ten independent nuisance predictors (d1..d10) with zero true effect on the response.  The nuisance predictors give the regularized- regression -> informative-prior pipeline a real selection job: cv.glmnet (alpha=0.5) is expected to shrink them toward zero while preserving the three real coefficients. True coefficients in et_sim$true_params. Generated with set.seed(111). See data-raw/generate_et_sim.R."]}
