Kylie L. Scales, Thomas S. Moore II, Bernadette Sloyan, Claire M. Spillman, J. Paige Eveson, Toby A. Patterson, Ashley J. Williams, Alistair J. Hobday, Jason R. Hartog
{"title":"Forecast-ready models to support fisheries' adaptation to global variability and change","authors":"Kylie L. Scales, Thomas S. Moore II, Bernadette Sloyan, Claire M. Spillman, J. Paige Eveson, Toby A. Patterson, Ashley J. Williams, Alistair J. Hobday, Jason R. Hartog","doi":"10.1111/fog.12636","DOIUrl":"10.1111/fog.12636","url":null,"abstract":"<p>Ocean and climate drivers affect the distribution and abundance of marine life on a global scale. Marine ecological forecasting seeks to predict how living marine resources respond to physical variability and change, enabling proactive decision-making to support climate adaptation. However, the skill of ecological forecasts is constrained by the skill of underlying models of both ocean state and species-environment relationships. As a test of the skill of data-driven forecasts for fisheries, we developed predictive models of catch-per-unit-effort (CPUE) of tuna and billfish across the south-west Pacific Ocean, using a 12-year time series of catch data and a large ensemble climate reanalysis. Descriptors of water column structure, particularly temperature at depth and upper ocean heat content, emerged as useful predictors of CPUE across species. Enhancing forecast skill over sub-seasonal to multi-year timescales in any system is likely to require the inclusion of sub-surface ocean data and explicit consideration of regional physical dynamics.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 4","pages":"405-417"},"PeriodicalIF":2.6,"publicationDate":"2023-03-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/fog.12636","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43932700","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Catherine F. Nickels, Elan J. Portner, Owyn Snodgrass, Barbara Muhling, Heidi Dewar
{"title":"Juvenile Albacore tuna (Thunnus alalunga) foraging ecology varies with environmental conditions in the California Current Large Marine Ecosystem","authors":"Catherine F. Nickels, Elan J. Portner, Owyn Snodgrass, Barbara Muhling, Heidi Dewar","doi":"10.1111/fog.12638","DOIUrl":"10.1111/fog.12638","url":null,"abstract":"<p>Juvenile North Pacific Albacore tuna (<i>Thunnus alalunga</i>) support commercial and recreational fisheries in the California Current Large Marine Ecosystem (CCLME), where they forage during summer and fall. The distributions of the commercial and recreational fisheries and estimates of forage availability have varied substantially over the past century. Time-series quantifying Albacore diet can help link forage composition to variability in Albacore abundance and distribution and, consequently, their availability to fishers. Previous diet studies in the CCLME are of relatively short duration, and long-term variability in Albacore diet remains poorly understood. We describe the diets of juvenile Albacore from three regions in the CCLME from 2007 to 2019 and use classification and regression tree analysis to explore environmental drivers of variability. Important prey include Northern Anchovy (<i>Engraulis mordax</i>), rockfishes (<i>Sebastes</i> spp.), Boreal Clubhook Squid (<i>Onychoteuthis borealijaponica</i>), euphausiids (Order: Euphausiidae), and amphipods (Order: Amphipoda), each contributing >5% mean proportional abundance. Most prey items were short lived species or young-of-the-year smaller than 10 cm. Diet variability was related to environmental conditions over the first 6 months of the year (PDO, sea surface temperature, and NPGO) and conditions concurrent with Albacore capture (region and surface nitrate flux). We describe foraging flexibility over regional and annual scales associated with these environmental influences. Continuous, long-term studies offer the opportunity to identify flexibility in Albacore foraging behavior and begin to make a predictive link between environmental conditions early in the year and Albacore foraging during summer and fall.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 5","pages":"431-447"},"PeriodicalIF":2.6,"publicationDate":"2023-03-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49450367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Wentong Xia, Zhongbo Miao, Sai Wang, Kai Chen, Yinglong Liu, Songguang Xie
{"title":"Influence of tidal and diurnal rhythms on fish assemblages in the surf zone of sandy beaches","authors":"Wentong Xia, Zhongbo Miao, Sai Wang, Kai Chen, Yinglong Liu, Songguang Xie","doi":"10.1111/fog.12639","DOIUrl":"10.1111/fog.12639","url":null,"abstract":"<p>The surf zones are significantly affected by tides, however, several gaps still in knowledge of fish assemblages in surf zones response to spring-neap and daily tidal cycles. We investigated fish assemblages in a surf zone of Gaolong Bay in China. The dynamics of fish assemblages were examined during the neap tide and the spring tide to test the hypotheses that (1) fish assemblages reflect a combination of species from around coastal habitats, and (2) dynamics of the fish assemblages were determined by both the spring-neap cycles and diel rhythms of fish species. We collected 46 fish species comprising 16 coral reef-seagrass species, 24 mangrove-estuarine species, and 6 common coastal species. Fish abundance and richness were significantly higher during the neap tide than during the spring tide. Furthermore, during the neap tide, fish assemblages were mostly carnivorous coral reef-seagrass species at night and were mostly omnivorous and planktivorous species during the daytime. However, no clear diel patterns were observed during the spring tide. We suggested that dynamics of the fish assemblages were mainly shaped by the diurnal rhythms of fish during the neap tide and by the tidal cycle during the spring tide. Our results support the notion that surveys of fish assemblages during the neap tide could collect more abundance and rich species of multiple ecotypes of fish to evaluate fish resource status in the around coastal habitats. Consequently, management approaches around surf zones with heterogeneous seascapes can lead to positive outcomes for inshore fish resources and ecosystem conservation.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 5","pages":"448-460"},"PeriodicalIF":2.6,"publicationDate":"2023-03-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44967100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Inshore migration of Japanese eel Anguilla japonica encouraged by active horizontal swimming during the glass eel stage","authors":"Tatsuro Karaki, Kei Sakamoto, Goro Yamanaka, Shingo Kimura, Akihide Kasai","doi":"10.1111/fog.12637","DOIUrl":"10.1111/fog.12637","url":null,"abstract":"<p>The biomass of the Japanese eel (<i>Anguilla japonica</i>) is generally determined by the recruitment of glass eels into freshwater habitats, but the behavioral biology of their inshore migration remains unknown. With the aid of an ocean prediction system, we elucidated a recruitment migration scenario that can quantitatively reproduce a regional difference in biomass in Japan, which was previously estimated by an environmental DNA sampling method. For their successfully reaching shores, it is necessary to incorporate behavioral changes of glass eels within their migration on the Kuroshio Current, such as shallower depth preferences and horizontal swimming toward lower salinity water. In particular, the latter is essential for encouraging recruitment into both the Seto Inland Sea, with a relatively high ratio (20%–30%) of the total recruitment to Japan and the coasts in the central part of the Pacific side of northern Japan (i.e., the northern limit of the habitable distribution), manifesting that glass eels actively swim toward freshwater near coastal regions. In the subsurface layer, where glass eels mainly conduct diel vertical migration, there is a bifurcation path connecting the Kuroshio Current to the second and third branches of the Tsushima Warm Current, restricting the recruitment of glass eels into the Sea of Japan side of the main inland in Japan. The simulated recruitment validated that the eDNA acts as a proxy indicator for estimating the relative biomass on the regional scale. The simulation supported that the inshore migration of glass eels is determined by active horizontal swimming.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 5","pages":"419-430"},"PeriodicalIF":2.6,"publicationDate":"2023-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49054047","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Min Xu, Yihe Wang, Zunlei Liu, Yong Liu, Yi Zhang, Linlin Yang, Fei Wang, Hui Wu, Jiahua Cheng
{"title":"Seasonal distribution of the early life stages of the small yellow croaker (Larimichthys polyactis) and its dynamic controls adjacent to the Changjiang River Estuary","authors":"Min Xu, Yihe Wang, Zunlei Liu, Yong Liu, Yi Zhang, Linlin Yang, Fei Wang, Hui Wu, Jiahua Cheng","doi":"10.1111/fog.12635","DOIUrl":"10.1111/fog.12635","url":null,"abstract":"<p>The distribution of the early life stages of <i>Larimichthys polyactis</i> indicates the availability of suitable spawning and nursing grounds and enables a better understanding of the distribution of its geographic subpopulations and isolation. Large-scale quantitative ichthyoplankton surveys of <i>L. polyactis</i> were performed from March to July 2018, and a numerical hydrodynamic model was applied to explore the spatiotemporal distribution and habitats of <i>L. polyactis</i> early life stages adjacent to the Changjiang River Estuary. Two distinct early life stage distribution patterns were found. One occurred during March and April in the deep waters seaward of the Changjiang River bottom plume front, to the east and southeast of the Changjiang River Estuary. The other occurred in May and June throughout the entire water column in coastal waters to the east and north of the Changjiang River Estuary. Rising seasonal temperatures, and the local dynamic processes such as the Changjiang River plume, determined the transitions between the two distribution patterns. A potential fish larval migration route from the southern deep shelf waters to the northern coastal waters within the motor-trawl prohibition line was suggested. This study contributes to our understanding of the mixture of habitats used by the two <i>L. polyactis</i> subpopulations in the southern Yellow Sea and the East China Sea.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 4","pages":"390-404"},"PeriodicalIF":2.6,"publicationDate":"2023-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48625242","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mauricio F. Landaeta, Lissette D. Paredes, Manuel I. Castillo, M. Teresa González
{"title":"Spatio-temporal patterns of ichthyoplankton in southern Chilean Patagonia: β-diversity and associated environmental factors","authors":"Mauricio F. Landaeta, Lissette D. Paredes, Manuel I. Castillo, M. Teresa González","doi":"10.1111/fog.12633","DOIUrl":"10.1111/fog.12633","url":null,"abstract":"<p>Fjords play an important role in biological productivity worldwide but are vulnerable to climate/anthropogenic effects. Chilean Patagonia (41°S–55°S) is one of the largest fjord ecosystems in the world, characterized by a complex geography with highly heterogeneous hydrographic conditions and a permanent input from oceanic water mass, both of which influence the ichthyoplankton distributional patterns. In this study, we analysed the distributional patterns of ichthyoplankton and its diversity during austral spring from 1996, 2009 and 2019 in the southern Chilean fjords (47°S–54°S). The area shows important latitudinal gradients of sea surface temperature (from 15°C to 5°C), fjord-ocean variability in salinity (from 23 to 33) and water column temperature (3°C to 9°C). Spatial (but not temporal) variations in the composition and abundance of ichthyoplankton were recorded, caused mainly by differences in the abundance of larval <i>Sprattus fuegensis</i>, <i>Maurolicus australis</i> and <i>Sebastes oculatus</i>. Richness was higher on continental shelf and the lowest nearby fjord's head and ice fields. At the spatial scale, β-diversity showed an increased species replacement (turnover) across areas, suggesting an important role of environmental conditions (e.g., salinity and water stratification) on the larval fish structure in this region. Ordination analysis indicates that changes in salinity and temperature, caused by ice melting, is the main environmental factor influencing the abundance of larval <i>Thysanopsetta naresi</i> (1996), <i>Cataetyx messieri</i> (2009) and <i>Bathylagichthys parini</i> (2019). Finally, this study highlights the importance of the conservation and protection of the Chilean Patagonia and monitoring ichthyoplankton communities, which are vital biomarkers of ecosystem health.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 4","pages":"341-351"},"PeriodicalIF":2.6,"publicationDate":"2023-03-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48837268","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Daniel P. Crear, Tobey H. Curtis, Cliff P. Hutt, Yong-Woo Lee
{"title":"Climate-influenced shifts in a highly migratory species recreational fishery","authors":"Daniel P. Crear, Tobey H. Curtis, Cliff P. Hutt, Yong-Woo Lee","doi":"10.1111/fog.12632","DOIUrl":"10.1111/fog.12632","url":null,"abstract":"<p>The distribution of marine species is changing as a direct result of climate change. Large pelagic highly migratory species (HMS), like tunas, billfishes, and sharks, are particularly sensitive to environmental change due to their migratory nature and use of large-scale ocean features. These temporal and spatial shifts are likely reflected in the Atlantic HMS recreational fishery and could have downstream effects on coastal communities. We utilized dockside intercept data from the Large Pelagics Survey (LPS) from 2002 to 2019, which conducts sampling from June to October and spans Maine to Virginia, USA. We assessed how species catch composition has changed and developed spatiotemporal models to understand latitudinal and temporal shifts in the recreational catch of 12 HMS groups. Latitudinal shifts were significantly affected by Northeast Shelf SST for 11 of the 12 HMS groups and ranged from 3 ± 1 km°C<sup>−1</sup> for the large bluefin tuna to 40 ± 1 km°C<sup>−1</sup> for the blue shark. In addition, the estimated day of the year when the first 25% of bigeye tuna intercepts occurred, happened over 50 days earlier in 2019 compared to 2002, suggesting the initial catch is happening earlier in recent years. These results suggest that changes in species distribution and phenology are affecting where and when HMS recreational catch occurs. Understanding these shifts would allow managers to be more responsive and flexible and also help communities prepare for changes, whether it would be a switch to a new species or shifts in the fishing season.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 4","pages":"327-340"},"PeriodicalIF":2.6,"publicationDate":"2023-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45897889","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Melanie J. Davis, James Anthony, Eric J. Ward, Julie Firman, Christopher Lorion
{"title":"Coherence among Oregon Coast coho salmon populations highlights increasing relative importance of marine conditions for productivity","authors":"Melanie J. Davis, James Anthony, Eric J. Ward, Julie Firman, Christopher Lorion","doi":"10.1111/fog.12630","DOIUrl":"10.1111/fog.12630","url":null,"abstract":"<p>Anadromous fishes, such as Pacific salmon, spend portions of their life cycle in freshwater and marine systems, thus rendering them susceptible to a variety of natural and anthropogenic stressors. These stressors operate at different spatiotemporal scales, whereby freshwater conditions are more likely to impact single populations or subpopulations, while marine conditions are more likely to act on entire evolutionarily significant units (ESUs). Coherence in population parameters like survival and productivity can therefore serve as an indicator of relative influence. The goal of this study was to elucidate scale-dependent shifts in Oregon Coast coho salmon productivity. We used a multivariate state-space approach to analyze almost 60 years of stock-recruitment data for the Oregon Coast ESU. Analyses were conducted separately for time periods prior to and after 1990 to account for improvements in abundance estimation methods and significant changes in conservation and management strategies. Prior to 1990, productivity declined for most Oregon Coast populations, especially through the 1980s. From 1990–onward, coherence increased, and trends tracked closely with the North Pacific Gyre Oscillation (NPGO). The latter period is associated with reductions in harvest rates and hatchery production such that the relative influence of the marine environment may have grown more apparent following the removal of these stressors. Furthermore, the link between productivity and NPGO is consistent with trends observed for several other Pacific salmon ESUs. If Oregon Coast coho salmon populations become more synchronous, managers can expect to face new challenges driven by reductions in the population portfolio effect and increasingly variable marine conditions due to climate change.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 3","pages":"293-310"},"PeriodicalIF":2.6,"publicationDate":"2023-02-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42862377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Species-specific patterns in spatio-temporal dynamics of juvenile chum salmon and their zooplankton prey in Otsuchi Bay, Japan, revealed by simultaneous eDNA quantification of diverse taxa from the same water samples","authors":"Yuki Minegishi, Marty Kwok-Shing Wong, Mako Nakao, Yuichiro Nishibe, Aiko Tachibana, Yoo-Jun Kim, Susumu Hyodo","doi":"10.1111/fog.12631","DOIUrl":"10.1111/fog.12631","url":null,"abstract":"<p>To understand the spatio-temporal dynamics of juvenile chum salmon <i>Oncorhynchus keta</i> and their zooplankton prey, the neritic <i>Pseudocalanus newmani</i>, the oceanic <i>Eucalanus bungii</i>, and <i>Themisto japonica</i>, we developed species-specific environmental DNA (eDNA) quantification methods. First, we confirmed that juvenile chum salmon collected in Otsuchi Bay preyed on the target zooplankton by the stomach contents analyses using the developed assays. Size-fraction analyses of the water collected in the bay showed that <i>P. newmani</i> and <i>E. bungii</i> DNA were derived mostly from nauplii and early copepodids. We then investigated the distribution and abundance of zooplankton and juvenile chum salmon in Otsuchi Bay using eDNA analyses of the same water samples collected from January to June in 2018 and 2019. Chum salmon DNA was found in the bay from the end of January to mid-June. <i>P. newmani</i> DNA appeared across the bay throughout the season and were most abundant from February to May, while the other two species DNA were only found in spots, in lower quantities, from March to May. The timings that the zooplankton DNA quantities became greater were corresponded well to that of the Oyashio water intrusion into the bay. In addition, the environmental data indicates that <i>P. newmani</i> was possibly transported also by the Coastal Oyashio water in 2019. The present study successfully revealed species-specific patterns in the dynamics of zooplankton and chum salmon, reflecting their ecological characteristics and oceanographic conditions, and showed the effectiveness of simultaneous eDNA quantifications for diverse taxa from the same water samples.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 3","pages":"311-326"},"PeriodicalIF":2.6,"publicationDate":"2023-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1111/fog.12631","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45602636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Shannan McAskill, James M. Tolan, Glenn A. Zapfe, Simon J. Geist
{"title":"Neritic larval fish assemblages across the Texas shelf in the northwestern Gulf of Mexico following Hurricane Harvey","authors":"Shannan McAskill, James M. Tolan, Glenn A. Zapfe, Simon J. Geist","doi":"10.1111/fog.12629","DOIUrl":"10.1111/fog.12629","url":null,"abstract":"<p>Fall is an important time of year for fish recruitment in the Gulf of Mexico, with many commercially and recreationally important species spawning during this period. Changes in temperature and salinity regimes through seasonally abnormal freshwater input may change spawning patterns and displace larvae. Such an event occurred off the coast of Galveston Bay, Texas, when a freshwater flood plume formed from unprecedented rainfall related to Hurricane Harvey at the end of August 2017. This study investigated the effects of a large-scale flood plume on larval fish assemblages, collected at nearshore and shelf zones 1 and 2 months after Hurricane Harvey. Samples from 2017 were compared to historical datasets collected by NOAA Fisheries in September (2000–2004 and 2006–2016) and October (2000–2012). Evidence of lowered water temperature and salinity was found in both September and October 2017. Larval community composition changed along cross-shelf gradients and with increasing distance from shore. We also found evidence of 2017 assemblages differing from historical data, with the September 2017 assemblage more closely resembling those from October historical samples. Observed differences in 2017 assemblages were most likely explained by an earlier onset in fall sciaenid spawning, suggesting that decreases in water temperature occurring during hurricanes have the potential to alter fish spawning patterns.</p>","PeriodicalId":51054,"journal":{"name":"Fisheries Oceanography","volume":"32 3","pages":"280-292"},"PeriodicalIF":2.6,"publicationDate":"2023-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49113677","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}