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"en": "The modelled map shows the reproduction probability of roach in the southwestern and southern coastal areas of Finland. The distribution of the reproduction habitats was modelled with a logistic regression model. The model was based on larval fish field survey data collected in years 2004-2010 from 265 survey sites in the VELMU project. Vegetation (Phragmites reed belt locations from satellite images) and interpolated surface spring-time salinity (model based on N=788, validation: RMSE<0.46 m, N=276) were used as predictors in the model. The spatial resolution of the map is 25 meters and it is in raster format (GeoTIFF). The map is suitable for general description of the extent of the reproduction habitats of roach and for spatial planning of marine and coastal areasor spatial planning of marine and coastal areas. The modelled map gives an overview of the extent and spatial distribution of the reproduction areas of roach in the Finnish southwest and southern coastal areas. It can be used for marine spatial planning of the coastal zone. The map is not suitable for local reproduction estimates.",
"fi": "Kartassa on kuvattu särjen pienpoikasten mallinnetut esiintymisalueet Suomen lounais- ja etelärannikon rannan läheisillä alueilla. Lisääntymisalueet on mallinnettu logistisella regressiomallilla vuosina 2004–2010 kerättyjen lisääntymisaluehavaintojen ja paikkatietomuodossa olevien ennustemuuttujien, satelliittikuvatulkintana tehdyn kasvillisuuskartan (ruovikoiden sijainnit) ja interpoloidun ja validoidun keväisen pintaveden suolapitoisuuskartan perusteella. Aineiston spatiaalinen resoluutio on 25 m ja se on rasterimuotoinen (GeoTIFF). \n\nKartta antaa yleiskuvan särjen lisääntymisalueiden laajuudesta ja sijainnista Suomen lounaisella ja eteläisellä rannikkoalueella.",
"sv": "Kartan beskriver förökningssannolikheten för mört i strandnära områden på Finlands sydvästra och södra kust. Förökningsområdena har modellerats med en logistisk regressionsmodell utifrån förökningsområdesobservationer som samlats in åren 2004–2010, prognosvariabler i geodataformat, en vegetationskarta (förekomsten av vassbestånd) som gjorts utifrån en tolkning av satellitbilder samt en interpolerad och validerad karta över ytvattnets salthalt på våren. Materialets spatiella upplösning är 25 m och det är i rasterformat (GeoTIFF). Kartan lämpar sig för allmän beskrivning av fiskarnas förökningsområden samt för planering av användningen och vården av kustområden. Kartan ger en översiktlig bild av omfattningen och läget av mörtens förökningsområden i Finlands sydvästra och södra kustområde. Den kan användas som kompletterande uppgift bl.a. vid planering och planläggning av kustzonen eftersom kunskaper om förökningsområdena underlättar planeringen av användningen och skyddet av kustområdet. Kartan lämpar sig inte för exakta utredningar av förökningsområdena på lokal nivå."
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"en": "The modelled map shows the reproduction probability of pike in the southwestern and southern coastal areas of Finland. The distribution of the reproduction habitats was modelled with a logistic regression model. The model was based on larval fish field survey data collected in years 2004-2010 from 200 survey sites in the VELMU project. Vegetation (Phragmites reed belt locations from satellite images) and interpolated spring-time Secchi depth (model based on N=788, validation: RMSE<1.08 m, N=203) were used as predictors in the model. The spatial resolution of the map is 25 meters and it is in raster format (GeoTIFF). The map is suitable for general description of the extent of the reproduction habitats of pike and for spatial planning of marine and coastal areas. The modelled map gives an overview of the extent and spatial distribution of the reproduction areas of pike in the Finnish southwest and southern coastal areas. It can be used for marine spatial planning of the coastal zone. The map is not suitable for local reproduction estimates.",
"fi": "Kartassa on kuvattu hauen pienpoikasten mallinnetut esiintymisalueet Suomen lounais- ja etelärannikon rannan läheisillä alueilla. Lisääntymisalueet on mallinnettu logistisella regressiomallilla vuosina 2004–2010 kerättyjen lisääntymisaluehavaintojen ja paikkatietomuodossa olevien ennustemuuttujien, satelliittikuvatulkintana tehdyn kasvillisuuskartan (ruovikoiden sijainnit) ja interpoloidun ja validoidun keväisen veden näkösyvyyskartan perusteella. Aineiston spatiaalinen resoluutio on 25 m ja se on rasterimuotoinen (GeoTIFF). \n\nKartta antaa yleiskuvan hauen lisääntymisalueiden laajuudesta ja sijainnista Suomen lounaisella ja eteläisellä rannikkoalueella vuosina 2000-2010. Aineistot ovat jo vanhentuneita ja mallin tuottamat kartat on havaittu epäluotettaviksi. Siksi karttoja ei pidä sellaisenaan käyttää esimerkiksi kalavesien käytön alueellisessa suunnittelussa, vaan tarvittaessa lisääntymisalueet tulisi varmistaa uusilla kartoituksilla.",
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"description": {
"en": "The reproduction areas of pike and roach (fish larvae) were surveyed in the VELMU-project in the Finnish SW and S coasts. Altogether 336 vegetated sampling sites were studied in 2004-2011. The white plate and scoop was used as the main survey method to locate the fish larvae. As by-catch also information of the occurrence of e.g. cyprinids, burbot, and sticklebacks was gathered. The survey data has been used for spatial distribution modelling of the reproduction habitats and it is suitable for coastal spatial planning.\n\n## Method description\nThe occurrence of pike and roach larvae was surveyed in the VELMU project in the Finnish SW and S coasts. Altogether 336 vegetated sampling sites were studied in 2004-2011. The white plate and scoop was used as the main survey method to locate the fish larvae. As by-catch also information of the occurrence of e.g. cyprinids, burbot, and sticklebacks was gathered. One sampling site consisted of 100 meters of shoreline covered with dense vegetation, such as Phragmites reed. The sampling site was surveyed systematically with the white plate and fish larvae were caught with a scoop to ensure the species identification. If the fish larvae were not found, sampling was repeated after 1-2 week a total of 4 times per spring. Sampling was carried out in May and June each year.",
"fi": "Hauen ja särjen mädin ja pienpoikasten esiintymistä kartoitettiin VELMU-ohjelmassa Suomen lounais- ja etelärannikon kasvillisuusrannoilla yhteensä 336 näytealalla vuosina 2004-2011. Samalla saatiin tietoja myös mm. muiden särkikalojen, mateen sekä piikkikalojen mäti- ja poikasvaiheiden esiintymisestä.\n\nMenetelmäkuvaus:\nHauen- ja särjen mädin ja pienpoikasten esiintymistä kartoitettiin Suomen lounais- ja etelärannikon kasvillisuusrannoilla yhteensä 336 näytealalla vuosina 2004-2011 valkolevy ja kauha - menetelmällä. Yksi näyteala muodostui 100 m:n pituisesta rannan osasta, joka yleisimmin oli ruovikkorantaa. Se kartoitettiin systemaattisesti valkolevyn avulla ja poikasia pyydystettiin kauhalla lajintunnistuksen varmistamiseksi. Jos poikasia ei löytynyt, toistettiin näytteenotto 1-2 viikon kuluttua, yhteensä enintään neljä kertaa vuosittain touko-kesäkuun aikana. Määrällisiä arvioita ei pyritty tekemään, vaan pyrittiin ainoastaan todentamaan lajin varhaisvaiheen esiintyminen alueella.",
"sv": "Förökningsområden för gädda och mört (rom och småyngelfaser) kartlades i projektet VELMU på sammanlagt 336 ställen på vegetationsstränder på Finlands sydvästra och södra kust åren 2004–2011. Som kartläggningsmetod användes metoden med vit skiva och skopa. Som bifångst erhölls information bl.a. om förekomsten av rom- och yngelfaser av andra mörtfiskar, lake och spiggartade fiskar. Materialet från kartläggningen har använts för modellering av fiskars yngelområdeshabitat och det lämpar sig för planering av kustområden."
},
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"issued": "2022-12-15",
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"relation": [
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"title": {
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"title": {
"en": "The occurrence of pike and roach larvae surveyed in the VELMU project in the Finnish south and southwest coasts in years 2004-2011",
"fi": "Hauen- ja särjenpoikasten esiintymiskartoitukset vuosina 2004-2011 Suomen lounais-ja etelärannikolla / VELMU",
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