| _version_ | 1867171329594097664 |
|---|---|
| author | Maslennikova, Anna Valer'evna |
| author_facet | Maslennikova, Anna Valer'evna |
| collection | Datos científicos de ciencias marinas y ambientales |
| contents | We developed the transfer function for quantitative reconstructions of total phosphorus ranging from 5.6 to 313 μg/l and electric conductivity ranging from 61 to 21.700 μS/cm. WA-PLS-Component 2 (RMSEPboot=0.21 log10 μg/l, bootstrap r2=0.58 log10 μg/l, maximum bootstrap bias=0.57 log10 μg l-1) was the best performing model for TP. WA with classical deshrinking (RMSEPboot=0.22 log10 μS/cm, bootstrap r2=0.83, maximum bootstrap bias=0.23 log10 μS/cm) was the best performing model for EC. The dataset can be independently applied for quantitative reconstructions of lake water TP and EC or joined with other diatom datasets. |
| format | Dataset Open Access |
| id | pangaea_https___doi_org_10_1594_PANGAEA_963463 |
| institution | PANGAEA |
| language | en |
| publishDate | 2023 |
| publisher | PANGAEA |
| record_format | pangaea |
| spellingShingle | Total phosphorus and electric conductivity of 90 Urals lakes Maslennikova, Anna Valer'evna Achakul_Pov100; Agachkul_Pov74; Akakul_Pov49; Akakul_Povj49.1; Alabuga_Pov52; Anbash_Pov48; Arakul_Pov7; Arakul_Povj7.1; Argayash_Pov63; Atavdy_Povm28; Aushkul_Pov18; Ayatskoe_Pov43; Ayatskoe_Povj43.1; Bagaryak_Pov11; Bagaryak_Povj11.1; Baltym_Pov12; Baltym_Povt12.1; Bannoe_BK1-1; Bannoe_BK3-1; Beloe_Pov35; Beloe_Pov54; Beloe_Povj35.1; Bolshie_Kassagaly_Pov3; Bolshie_Kassagaly_Povj3.1; Bolshoe_Tetere_Pov105; Bolshoj_Agardyash_Pov2; Bolshoj_Bugodak_Pov31; Bolshoj_Bugodak_Povs31.1; Bolshoj_Elanchik_Pov70_2; Bolshoj_Kremenkul_Pov80; Bolshoj_Kuyash_Pov42; Bolshoj_Sungul_Pov38; Bolshoj_Sunukul_Pov60; Bolshoj_Sunukul_Povs60.1; Bolshoj_Urdobaj_Pov91; Calculated, see abstract; Chebache_Pov23; Chebache_Povm23; Chebarkul_Pov27; Chebarkul_Pov59; Chervyanoe_Pov40; Conductivity, electrical; Conductivity, electrical, logarithm; Conductivity, electrical, standard deviation; Depth, sampling; Diatom; Dolgoe_Pov6; Electric conductivity; Elovoe_Pov58; Etkul_Pov84; Event label; Gniole_Pov22; Hohlovatoe_Pov85; Identification; Ilmenskoe_Pov15_2; Ilmenskoe_Povt15.1; Inyshko_Pov14_2; Inyshko_Povt14; Isetskoe_Pov45; Isetskoe_Povt45.1; Kaldy_Pov73; Kalkan_Pov21; Karabalyk_Pov17; Karabalyk_Pov53; Karabalykty_Pov99; Karagaikul_Pov19; Karagaiskoe_Pov24; Karagaiskoe_Povs24.1; Karaguz_Pov8; Kaznikul_Pov93; Kultuban_Pov30; Kundravinskoe_Pov71; Kurochkino_Pov67; Kutuguz_Pov37; Lake; LAKE; lake sediments; lake water; Latitude of event; Longitude of event; Maloe_Zhuzhgovo_Pov103; Malyj_Agardyash_Pov55; Malyj_Irgyagi_Pov50; Migile_Pov68; Misyash_Pov61; Moltaevo_Pov34; Myrkaj_Pov78; Myshty_Pov64; Okunkul_Pov10; Peschanoe_Pov86; Phosphorus, total; Phosphorus, total, logarithm; Phosphorus, total, standard deviation; Polovinnoe_Pov82; Quantitative reconstruction; Sabakty_Pov25; Sadok_Pov51; Sadok_Povj51.1; Sampling lake; Selezyan_Pov87; Serebry_Pov57; Serebry_Povt57; Shablish_Pov41; Shajtanskoe_Pov32; Shartash_Pov46; Shartash_Povt46.1; Shchelkunskoe_Pov47; Shitovskoe_Pov44; Sinara_Pov9; Sineglazovo_Pov65; Smolino_Pov66; Sugomak_Pov4; Sugoyak_Pov77; Sugoyak_Pov79; Surtandy_Pov26; Surtandy_Povs26.1; Susanskoe_Pov33; Susanskoe_Povj33.1; Syrytkul_Pov62; Talkas_Pov29; Taushkan_Pov36; Tavatuj_Pov13; Terenkul_Pov5; total phosphorus; transfer function; Turgoyak_Pov106; Turgoyak_Tur1; Turgoyak_Turk1; Turgoyak_Turk4; Tygysh_Pov39; Tygysh_Povj39.1; Ufimskoe_Pov1; Ugrun_Pov20; Ulukul_Pov92; Ural; Urals; Uzunkul_Pov69; Yushty_Pov56; Zingejka_Pov98 We developed the transfer function for quantitative reconstructions of total phosphorus ranging from 5.6 to 313 μg/l and electric conductivity ranging from 61 to 21.700 μS/cm. WA-PLS-Component 2 (RMSEPboot=0.21 log10 μg/l, bootstrap r2=0.58 log10 μg/l, maximum bootstrap bias=0.57 log10 μg l-1) was the best performing model for TP. WA with classical deshrinking (RMSEPboot=0.22 log10 μS/cm, bootstrap r2=0.83, maximum bootstrap bias=0.23 log10 μS/cm) was the best performing model for EC. The dataset can be independently applied for quantitative reconstructions of lake water TP and EC or joined with other diatom datasets. |
| title | Total phosphorus and electric conductivity of 90 Urals lakes |
| topic | Achakul_Pov100; Agachkul_Pov74; Akakul_Pov49; Akakul_Povj49.1; Alabuga_Pov52; Anbash_Pov48; Arakul_Pov7; Arakul_Povj7.1; Argayash_Pov63; Atavdy_Povm28; Aushkul_Pov18; Ayatskoe_Pov43; Ayatskoe_Povj43.1; Bagaryak_Pov11; Bagaryak_Povj11.1; Baltym_Pov12; Baltym_Povt12.1; Bannoe_BK1-1; Bannoe_BK3-1; Beloe_Pov35; Beloe_Pov54; Beloe_Povj35.1; Bolshie_Kassagaly_Pov3; Bolshie_Kassagaly_Povj3.1; Bolshoe_Tetere_Pov105; Bolshoj_Agardyash_Pov2; Bolshoj_Bugodak_Pov31; Bolshoj_Bugodak_Povs31.1; Bolshoj_Elanchik_Pov70_2; Bolshoj_Kremenkul_Pov80; Bolshoj_Kuyash_Pov42; Bolshoj_Sungul_Pov38; Bolshoj_Sunukul_Pov60; Bolshoj_Sunukul_Povs60.1; Bolshoj_Urdobaj_Pov91; Calculated, see abstract; Chebache_Pov23; Chebache_Povm23; Chebarkul_Pov27; Chebarkul_Pov59; Chervyanoe_Pov40; Conductivity, electrical; Conductivity, electrical, logarithm; Conductivity, electrical, standard deviation; Depth, sampling; Diatom; Dolgoe_Pov6; Electric conductivity; Elovoe_Pov58; Etkul_Pov84; Event label; Gniole_Pov22; Hohlovatoe_Pov85; Identification; Ilmenskoe_Pov15_2; Ilmenskoe_Povt15.1; Inyshko_Pov14_2; Inyshko_Povt14; Isetskoe_Pov45; Isetskoe_Povt45.1; Kaldy_Pov73; Kalkan_Pov21; Karabalyk_Pov17; Karabalyk_Pov53; Karabalykty_Pov99; Karagaikul_Pov19; Karagaiskoe_Pov24; Karagaiskoe_Povs24.1; Karaguz_Pov8; Kaznikul_Pov93; Kultuban_Pov30; Kundravinskoe_Pov71; Kurochkino_Pov67; Kutuguz_Pov37; Lake; LAKE; lake sediments; lake water; Latitude of event; Longitude of event; Maloe_Zhuzhgovo_Pov103; Malyj_Agardyash_Pov55; Malyj_Irgyagi_Pov50; Migile_Pov68; Misyash_Pov61; Moltaevo_Pov34; Myrkaj_Pov78; Myshty_Pov64; Okunkul_Pov10; Peschanoe_Pov86; Phosphorus, total; Phosphorus, total, logarithm; Phosphorus, total, standard deviation; Polovinnoe_Pov82; Quantitative reconstruction; Sabakty_Pov25; Sadok_Pov51; Sadok_Povj51.1; Sampling lake; Selezyan_Pov87; Serebry_Pov57; Serebry_Povt57; Shablish_Pov41; Shajtanskoe_Pov32; Shartash_Pov46; Shartash_Povt46.1; Shchelkunskoe_Pov47; Shitovskoe_Pov44; Sinara_Pov9; Sineglazovo_Pov65; Smolino_Pov66; Sugomak_Pov4; Sugoyak_Pov77; Sugoyak_Pov79; Surtandy_Pov26; Surtandy_Povs26.1; Susanskoe_Pov33; Susanskoe_Povj33.1; Syrytkul_Pov62; Talkas_Pov29; Taushkan_Pov36; Tavatuj_Pov13; Terenkul_Pov5; total phosphorus; transfer function; Turgoyak_Pov106; Turgoyak_Tur1; Turgoyak_Turk1; Turgoyak_Turk4; Tygysh_Pov39; Tygysh_Povj39.1; Ufimskoe_Pov1; Ugrun_Pov20; Ulukul_Pov92; Ural; Urals; Uzunkul_Pov69; Yushty_Pov56; Zingejka_Pov98 |
| url | https://doi.org/10.1594/PANGAEA.963463 |