{"id":305,"date":"2016-06-07T01:23:39","date_gmt":"2016-06-07T01:23:39","guid":{"rendered":"http:\/\/newsite.matthewlee.org\/?page_id=305"},"modified":"2016-06-07T01:24:54","modified_gmt":"2016-06-07T01:24:54","slug":"relationship-between-the-observed-macroecological-patterns-and-environmental-variables","status":"publish","type":"page","link":"https:\/\/meiochile.matthewlee.org\/?page_id=305","title":{"rendered":"Relationship Between the Observed Macroecological Patterns and Environmental Variables"},"content":{"rendered":"

The relationship between the observed macroecological patterns to changes in sea surface temperature (SST), primary production (Chl-a), and coastline complexity (D) along the length of the Chilean coast<\/em><\/p>\n

The sea surface temperature (SST), primary productivity (PP) and coastline complexity (D), were all highly associated with latitude\u00a0(Pearson\u2019s correlations; SST: -0.992, p = 0.000; PP: 0.615, p < 0.001; D: 0.547, p = 0.004). The mean annual SST declined from 20.62 to 12.79 \u00b0C as latitude increased from 18 \u00b0S to 42 \u00b0S. Mean annual PP increased from 1024.25 to 2596.25 mgC\u00b7m-2<\/sup>\u00b7day-1<\/sup> as latitude increased from 18 \u00b0S to 42 \u00b0S. The complexity of the coast, measured as the fractal dimension (D), increased from 2.02 to 2.15 with increasing latitude between 18 \u00b0S and 42 \u00b0S. The coast south of 40\u00b0 is a highly complex system of fjiords channels. The highest value of D (2.59) along the coast of Chile is found at latitude 51 \u00b0S.<\/p>\n

The nematode species richness in exposed sandy beaches decreased with decreasing SST. Species richness also decreased with increasing PP and D. Ordinary least squares (OLS) regression and simultaneous autoregression (SARerr<\/sub>) analyses found a significant relationship between species richness and both SST and the mean distribution range size (Tabla 1). Using the Akaike information criteria (\u0394AIC < 2) the model with the strongest support was Rapoport\u2019s rule (MLR). The similar slopes in both analyses, OLS y SARerr<\/sub>suggest that the data is robust with respect to spatial auto-correlation.<\/p>\n\n\n\n\n\n\n\n\n
Table 1. Summary of the results of OLS and SARerr<\/sub> regressions between species richness and the environmental variables: Seas surface temperature (SST), primary producutivity (PP), coastline complexity (D), and mean latitudinal range size (MLR). AIC = Akaike information criteria. Figures in bold<\/strong> are statistically significant.<\/caption>\n
Explanatory<\/strong><\/td>\nOLS<\/strong><\/td>\n<\/td>\n<\/td>\nSARerr<\/sub><\/strong><\/td>\n<\/td>\n<\/tr>\n
variable<\/strong><\/td>\nSlope<\/strong><\/td>\nR2<\/sup><\/strong><\/td>\n\u0394AIC<\/strong><\/td>\nSlope<\/strong><\/td>\n\u0394AIC<\/strong><\/td>\n<\/tr>\n
SST<\/td>\n2.13<\/strong><\/td>\n0.29<\/td>\n10.63<\/td>\n1.98<\/strong><\/td>\n8.48<\/td>\n<\/tr>\n
PP<\/td>\n-0.01<\/td>\n0.07<\/td>\n17.48<\/td>\n0.00<\/td>\n7.15<\/td>\n<\/tr>\n
D<\/td>\n-64.23<\/td>\n0.27<\/td>\n11.45<\/td>\n-44.10<\/td>\n7.76<\/td>\n<\/tr>\n
MLR<\/td>\n-4.88<\/strong><\/td>\n0.54<\/td>\n0.00<\/td>\n-4.30<\/td>\n0.00<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

The abundance of nematodes in exposed sandy beaches also increased with increasing SST. On the other hand, the abundance of nematodes decreased with increasing PP and D. The OLS and SARerr<\/sub> analyses indicated a significant relationship between abundance and, SST and PP (Table 2). Using the Akaike information criteria (\u0394AIC < 2) the model with the highest support was SST (the ambient energy hypothesis). However, controlling for spatial auto-correlation the model with the most support was PP (the productivity hypothesis).<\/p>\n\n\n\n\n\n\n\n\n
Table 2. Summary of the results of OLS and SARerr<\/sub> regressions between abundance and the environmental variables: Seas surface temperature (SST), primary producutivity (PP), coastline complexity (D), and mean latitudinal range size (MLR). AIC = Akaike information criteria. Figures in\u00a0bold<\/strong> are statistically significant.<\/caption>\n
Explanatory<\/strong><\/td>\nOLS<\/strong><\/td>\n<\/td>\n<\/td>\nSARerr<\/sub><\/strong><\/td>\n<\/td>\n<\/tr>\n
variable<\/strong><\/td>\nSlope<\/strong><\/td>\nR2<\/sup><\/strong><\/td>\n\u0394AIC<\/strong><\/td>\nSlope<\/strong><\/td>\n\u0394AIC<\/strong><\/td>\n<\/tr>\n
SST<\/td>\n0.134<\/strong><\/td>\n0.36<\/td>\n0.00<\/td>\n0.068<\/strong><\/td>\n3.98<\/td>\n<\/tr>\n
PP<\/td>\n<0.001<\/strong><\/td>\n0.35<\/td>\n0.59<\/td>\n<0.001<\/strong><\/td>\n0.00<\/td>\n<\/tr>\n
D<\/td>\n-2.724<\/td>\n0.15<\/td>\n7.12<\/td>\n-0.168<\/td>\n3.02<\/td>\n<\/tr>\n
MLR<\/td>\n-0.184<\/td>\n0.24<\/td>\n4.36<\/td>\n-0.004<\/td>\n3.02<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n","protected":false},"excerpt":{"rendered":"

The relationship between the observed macroecological patterns to changes in sea surface temperature (SST), primary production (Chl-a), and coastline complexity (D) along the length of the Chilean coast The sea surface temperature (SST), primary productivity (PP) and coastline complexity (D), were all highly associated with latitude\u00a0(Pearson\u2019s correlations; SST: -0.992, p = 0.000; PP: 0.615, p […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":271,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-305","page","type-page","status-publish","czr-hentry"],"_links":{"self":[{"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=\/wp\/v2\/pages\/305","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=305"}],"version-history":[{"count":4,"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=\/wp\/v2\/pages\/305\/revisions"}],"predecessor-version":[{"id":309,"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=\/wp\/v2\/pages\/305\/revisions\/309"}],"up":[{"embeddable":true,"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=\/wp\/v2\/pages\/271"}],"wp:attachment":[{"href":"https:\/\/meiochile.matthewlee.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=305"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}