Chapter Effect of Climate Change and anthropogenic pressures on the European eel Anguilla anguilla from RAMSAR Wetland Ichkeul Lake: prediction from the Random Forest model
This study aims to assess the trophic level of Lake Ichkeul and predict the effect of climate change and anthropogenic pressures on European eel using the trophic index TRIX and the Random Forest RF model. The TRIX values show the poor water quality of the lake. While the RF model shows that eel lan...
Saved in:
Main Author: | |
---|---|
Other Authors: | , , , , , , |
Format: | Electronic Book Chapter |
Language: | English |
Published: |
Florence
Firenze University Press
2022
|
Series: | Monitoring of Mediterranean Coastal Areas: Problems and Measurement Techniques
1 |
Subjects: | |
Online Access: | OAPEN Library: download the publication OAPEN Library: description of the publication |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
MARC
LEADER | 00000naaaa2200000uu 4500 | ||
---|---|---|---|
001 | oapen_2024_20_500_12657_62784 | ||
005 | 20230501 | ||
003 | oapen | ||
006 | m o d | ||
007 | cr|mn|---annan | ||
008 | 20230501s2022 xx |||||o ||| 0|eng d | ||
020 | |a 979-12-215-0030-1.72 | ||
020 | |a 9791221500301 | ||
040 | |a oapen |c oapen | ||
024 | 7 | |a 10.36253/979-12-215-0030-1.72 |c doi | |
041 | 0 | |a eng | |
042 | |a dc | ||
072 | 7 | |a JP |2 bicssc | |
100 | 1 | |a Toujani, Rachid |4 auth | |
700 | 1 | |a Ben M'Barek, Nabiha |4 auth | |
700 | 1 | |a Missaoui, Hechmi |4 auth | |
700 | 1 | |a SAHBANI, Sabrine |4 auth | |
700 | 1 | |a Ottaviani, Ennio |4 auth | |
700 | 1 | |a Riccomagno, Eva |4 auth | |
700 | 1 | |a Prampolini, Enrico |4 auth | |
700 | 1 | |a Béjaoui, Béchir |4 auth | |
245 | 1 | 0 | |a Chapter Effect of Climate Change and anthropogenic pressures on the European eel Anguilla anguilla from RAMSAR Wetland Ichkeul Lake: prediction from the Random Forest model |
260 | |a Florence |b Firenze University Press |c 2022 | ||
300 | |a 1 electronic resource (10 p.) | ||
336 | |a text |b txt |2 rdacontent | ||
337 | |a computer |b c |2 rdamedia | ||
338 | |a online resource |b cr |2 rdacarrier | ||
490 | 1 | |a Monitoring of Mediterranean Coastal Areas: Problems and Measurement Techniques |v 1 | |
506 | 0 | |a Open Access |2 star |f Unrestricted online access | |
520 | |a This study aims to assess the trophic level of Lake Ichkeul and predict the effect of climate change and anthropogenic pressures on European eel using the trophic index TRIX and the Random Forest RF model. The TRIX values show the poor water quality of the lake. While the RF model shows that eel landing depends on water level, turbidity, and salinity. The RF model gave an R2 =58.4% > R2 =40.3% from Multiple linear regression, confirming the high performance of the RF model. The combination of the two models is an appropriate approach to be used in decision making by civil authorities. | ||
540 | |a Creative Commons |f https://creativecommons.org/licenses/by-nc-sa/4.0/ |2 cc |4 https://creativecommons.org/licenses/by-nc-sa/4.0/ | ||
546 | |a English | ||
650 | 7 | |a Politics & government |2 bicssc | |
653 | |a Ichkeul Lake | ||
653 | |a Climate Change | ||
653 | |a Eutrophication | ||
653 | |a European eel | ||
653 | |a TRIX | ||
653 | |a Random Forest | ||
773 | 1 | 0 | |7 nnaa |
856 | 4 | 0 | |a www.oapen.org |u https://library.oapen.org/bitstream/id/91142e6a-a64b-4751-a86c-36d3524467ed/chapter-37016.pdf |7 0 |z OAPEN Library: download the publication |
856 | 4 | 0 | |a www.oapen.org |u https://library.oapen.org/handle/20.500.12657/62784 |7 0 |z OAPEN Library: description of the publication |