Tamara M. Jackson , Jono Newby , Khamphou Phouyyavong , Sisavanh Vorlason , Phetsamone Simali , Vorachith Sihathep , Ketema Zeleke , Pheng Sengxua , Dome Harnpichitvitaya , Len J. Wade
{"title":"Performance and adoption of submergence-tolerant TDK1-Sub1 rice in southern Lao PDR","authors":"Tamara M. Jackson , Jono Newby , Khamphou Phouyyavong , Sisavanh Vorlason , Phetsamone Simali , Vorachith Sihathep , Ketema Zeleke , Pheng Sengxua , Dome Harnpichitvitaya , Len J. Wade","doi":"10.1016/j.crope.2022.04.001","DOIUrl":"10.1016/j.crope.2022.04.001","url":null,"abstract":"<div><p>Under short-term submergence (7–15 days), submergence-tolerant rice genotypes (e.g. TDK1-Sub1) have been reported to be higher yielding than their intolerant equivalents without the <em>Sub1</em> gene. This paper examined whether TDK1-Sub1 was superior to Other locally-preferred genotypes, with and without submergence, using 66 on-farm comparisons in southern Lao PDR. Data were examined for 2 genotype categories (TDK1-Sub1, Other) in 3 environment groups (Favourable, Drought, and Submergence), with 22 farms per group used as replicates. Farmers saved seeds of TDK1-Sub1, planted it again in flood-prone fields, and disseminated its seeds to relatives, neighbours and friends, but they did not do so in areas with lower flood risk. Grain yield was generally higher under Favourable conditions (2.42 t ha<sup>−1</sup>) than under Submergence (1.94 t ha<sup>−1</sup>) or Drought (1.90 t ha<sup>−1</sup>). Under Submergence, the grain yield of TDK1-Sub1 (2.22 t ha<sup>−1</sup>) was significantly higher than the Other genotype (1.65 t ha<sup>−1</sup>; P < 0.10). Conversely, under Drought, the grain yield of TDK1-Sub1 (1.58 t ha<sup>−1</sup>) was significantly lower than the Other genotype (2.22 t ha<sup>−1</sup>; P < 0.10). Submergence-tolerant genotypes should enhance system intensification and food security in submergence-prone areas, but yields of other locally-preferred genotypes were more stable in the absence of submergence, especially under late-season drought. Current efforts to introgress additional resistances into submergence-tolerant genotypes are worthwhile, to reduce any downside risk in the absence of flooding. Nevertheless, for Lao PDR and others who prefer glutinous rice, the <em>Sub1</em> gene should be introgressed into the best-adapted glutinous rice genotypes, which already possess other resistances.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 2","pages":"Pages 108-114"},"PeriodicalIF":0.0,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000211/pdfft?md5=46b87a1a77d9f68c19ebe9b6433a81bf&pid=1-s2.0-S2773126X22000211-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89251383","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Nitrogen (N) transformation in paddy rice field: Its effect on N uptake and relation to improved N management","authors":"Junfei Gu , Jianchang Yang","doi":"10.1016/j.crope.2022.03.003","DOIUrl":"10.1016/j.crope.2022.03.003","url":null,"abstract":"<div><p>Nitrogen (N) is pivotal to crop yield, and the application of N fertilizer in crop production systems is a crucial aspect of modern crop management practices and one of the determining factors to increase crop yield and thereby keeping pace with human population increase. However, most of the N fertilizers (>60%) added to rice fields is not taken up by rice plants, but lost to the environment in forms of ammonia, nitrate, and nitrous oxide. The ‘reactive N’ causes serious environmental problems and detrimental impacts on human health. Furthermore, the N cycling in a cropping system is complicated, and solutions must be made based on an in-depth understanding of the transformation of N in soil and the biochemical processes of N in rice plants. Here, we described multiple transformations and oxidation/reduction processes of N in the paddy rice field, and then summarized the basic biological processes in N acquisition, transportation, assimilation, and metabolism in rice. We discussed various local N signals that regulate root systems. In the end, we suggested the solutions that can synchronize the supply of available N in the soil to the demands of rice plants. A portfolio solution is needed in which integrative management should be established to reduce N loss and increase N use efficiency in rice production.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Pages 7-14"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X2200003X/pdfft?md5=3250e384a58fc8b708485b8c282eb47b&pid=1-s2.0-S2773126X2200003X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84021093","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mangi L. Jat , Debashis Chakraborty , Jagdish K. Ladha , Chhiter M. Parihar , Ashim Datta , Biswapati Mandal , Hari S. Nayak , Pragati Maity , Dharamvir S. Rana , Suresh K. Chaudhari , Bruno Gerard
{"title":"Carbon sequestration potential, challenges, and strategies towards climate action in smallholder agricultural systems of South Asia","authors":"Mangi L. Jat , Debashis Chakraborty , Jagdish K. Ladha , Chhiter M. Parihar , Ashim Datta , Biswapati Mandal , Hari S. Nayak , Pragati Maity , Dharamvir S. Rana , Suresh K. Chaudhari , Bruno Gerard","doi":"10.1016/j.crope.2022.03.005","DOIUrl":"10.1016/j.crope.2022.03.005","url":null,"abstract":"<div><p>South Asia is a global hotspot for climate change with enormous pressure on land and water resources for feeding the burgeoning population. The agricultural production systems are highly vulnerable in the region and is primarily dominated by small and marginal farmers with intensive farming practices that had favored the loss of carbon (C) from soil. This review discusses the potential of soil and crop management practices such as minimum/reduced/no-tillage, use of organic manure, balanced and integrated plant nutrient application, precision land levelling, precision water and pest management, residue management, and cropping system optimization to maintain the C-equilibrium between soil and atmosphere and to enhance the C-sequestration in the long run. Results of meta-analysis show a potential 36% increase in soil organic C stock in the top 0–15 cm layer in this region which amounts to ∼18 Mg C stocks ha<sup>−1</sup>. Improved management practices across crops and environment may reduce methane em0ission by 12% resulting in an 8% reduction in global warming potential (GWP), while non-submerged condition led to a 51% GWP reduction in rice. Conservation agriculture and precision fertilization also reduced GWP by 11 and 14%, respectively. Although several innovative climate resilient technologies having significant potential for C-sequestration have been developed, there is an urgent need for their scaling and accelerated adoption to increase soil C-sequestration. Policies and programs need to be devised for incentivizing farmers to adopt more C-neutral or C-positive agricultural practices. The national governments and other agencies should work towards C farming together with global initiatives such as the “4 per 1000” Initiative and Global Soil Partnership, and regional public-private partnership initiatives on carbon credits for Regenerative Agriculture such as by Grow Indigo-CIMMYT-ICAR in India, in addition to research and policy changes. This will be vital for the success of soil C sequestration towards climate action in South Asia.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Pages 86-101"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000053/pdfft?md5=8afa0cd53cf62866a58933701e4d17df&pid=1-s2.0-S2773126X22000053-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81548918","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Inauguration of a new journal with focus on sustainable intensification of crop production: Crop and Environment","authors":"Shaobing Peng, Dongliang Xiong, Liangzhi You","doi":"10.1016/j.crope.2022.03.011","DOIUrl":"10.1016/j.crope.2022.03.011","url":null,"abstract":"","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Page 1"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000119/pdfft?md5=bf0205b454c8dd64fd1a178d466d6064&pid=1-s2.0-S2773126X22000119-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89505975","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Inter-auricular distance: A morphological biomarker for ethylene production in the boot and coincidental grain loss of rice plant","authors":"Ekamber Kariali , Saswati Subasini Sahoo , Sonam Panigrahi , Debasish Pati , Binod Bihari Sahu , Sushanta Kumar Dash , Pravat Kumar Mohapatra","doi":"10.1016/j.crope.2022.03.001","DOIUrl":"10.1016/j.crope.2022.03.001","url":null,"abstract":"<div><p>Inter-auricular distance (IAD) has been often used for physical calibration of defects in panicle emergence of rice plants induced by stress-prone environments or cytoplasmic male sterility genetic factors slackening male gametogenesis. Information is scant on the physiological relationship inherent between IAD, panicle enclosure, and spikelet filling despite the wide phenotypic diversity of rice cultural types. In the present study, IAD extension and grain filling pattern in the panicle of the main shoot of rice cultivars contrasting for spikelet sterility were assessed concerning physiological factors like assimilate homeostasis, ethylene evolution, and expression of ethylene signal transducers genes at the anthesis stage of development. The panicle retention time was longer and the concentration and expression of ethylene and its transducer protein genes respectively, were higher in high sterile cultivars compared to low sterile ones. Spikelets subjected to a high concentration of ethylene for a longer time interval filled poorly because of infringement of starch synthesis in the post-anthesis stage of development. Alternatively, faster release of panicle by enhanced IAD extension shortened the exposure time and marginalized inhibitory effects of ethylene on grain filling. Rapid IAD extension and attenuation of boot ethylene production could be beneficial for male gametogenesis and grain filling.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Pages 41-49"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000016/pdfft?md5=38cfc5747c386e143332fe7493e34076&pid=1-s2.0-S2773126X22000016-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72966895","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pheng Sengxua , Soulaphone Inthavong , Vorachith Sihatep , Benjamin K. Samson , Jonathan Newby , Tamara M. Jackson , Dome Harnpichitvitaya , Len J. Wade
{"title":"Nutrients enhance genotype and water responses in rainfed lowland rice in southern Lao PDR","authors":"Pheng Sengxua , Soulaphone Inthavong , Vorachith Sihatep , Benjamin K. Samson , Jonathan Newby , Tamara M. Jackson , Dome Harnpichitvitaya , Len J. Wade","doi":"10.1016/j.crope.2022.03.004","DOIUrl":"10.1016/j.crope.2022.03.004","url":null,"abstract":"<div><p>Food security in Lao PDR, a small nation in southeast Asia categorized as low-income food-deficit, is strongly dependent on the success of the rainfed lowland rice crop in the southern provinces. Soils there are sandy in texture, low in water-holding capacity, and low in pH and available nutrients. Farmers are reluctant to apply recommended fertilizer doses, as rainfall and crop responses are unreliable. This paper examines fertilizer response, and considers opportunities to improve the risk profile. The effects of 12 fertilizer-water-genotype treatment combinations were examined across 60 locations, and combined analysis of variance and pattern analysis was used to examine crop response and its relationship to soil fertility, genotype, and climatic variability. The results showed there was little relationship between soil test and grain yield in unfertilized plots, suggesting nutrient release and capture were more important than soil nutrient concentration, so integrative measures of soil nutrient release should be more promising. Despite low yield in the absence of applied nutrients (0.89–2.66, mean 2.18 t ha<sup>-1</sup>), NPK alone increased yields by 1.0 t ha<sup>-1</sup> on average (1.48–3.86, mean 3.12 t ha<sup>-1</sup>), while water and genotype together with NPK increased yields by up to a further 1.0 t ha<sup>-1</sup> (1.95–4.76, mean 3.42 t ha<sup>-1</sup>). Fertilizer responses were greater and more reliable when soil nutrient buffering capacity was greater, which, together with seasonal expectations, could be used to better inform decisions on fertilizer application in relation to risk. A longer-term and moderate input strategy was proposed in order to gradually improve fine-fraction SOC, soil nutrient buffering, and soil microbial biomass, in order to improve soil nutrient and water retention and release characteristics. This strategy should be evaluated in future research.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Pages 50-58"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000041/pdfft?md5=a8a5fddf6bdf6e5842669bcf6c61f6b5&pid=1-s2.0-S2773126X22000041-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81063481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Casting light on the architecture of crop yield","authors":"Erik H. Murchie, Alexandra J. Burgess","doi":"10.1016/j.crope.2022.03.009","DOIUrl":"10.1016/j.crope.2022.03.009","url":null,"abstract":"<div><p>Crop canopy architecture is a central component of yield. The arrangement of leaves in three-dimensional space defines the efficiency of absorption of radiation and its conversion into dry matter at the canopy level. The description of architecture is normally associated with light since the optimal distribution of light is associated with that of other essential components such as nitrogen and pigments. However, architecture has been influenced by a number of other unrelated processes through breeding and selection that may have acted independently or even against light use efficiency. This review attempts to provide a broad view and interpretation of canopy architectural properties and the factors affecting crop architecture starting with evolution, domestication, climatic conditions and cultivation patterns, predominantly focusing on field grown agricultural crops. Using examples of modelling with a virtual canopy, we will discuss how architectural traits affect light interception and photosynthesis. Finally, we will discuss the future of architectural research: the concept of the ideal plant type (the ideotype) and which features we can expect to see, as well as the social constraints that may govern future crop architecture.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Pages 74-85"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000090/pdfft?md5=22267d9ba8baf1be0bfad42614e38554&pid=1-s2.0-S2773126X22000090-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90379859","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Preethi Vijayaraghavareddy , Sankarapillai V. Lekshmy , Paul C. Struik , Udayakumar Makarla , Xinyou Yin , Sheshshayee Sreeman
{"title":"Production and scavenging of reactive oxygen species confer to differential sensitivity of rice and wheat to drought stress","authors":"Preethi Vijayaraghavareddy , Sankarapillai V. Lekshmy , Paul C. Struik , Udayakumar Makarla , Xinyou Yin , Sheshshayee Sreeman","doi":"10.1016/j.crope.2022.03.010","DOIUrl":"10.1016/j.crope.2022.03.010","url":null,"abstract":"<div><p>Drought poses a serious threat to crop production worldwide, and is expected particularly to affect rice production and hence food security. Given that wheat is known to tolerate drought better than rice, we compare rice and wheat (cv. Weebill) to understand the species level differences in drought adaptive mechanisms. We also compare two contrasting rice genotypes (IR64, drought susceptible, and Apo, drought tolerant) for such mechanisms under well-watered (100% field capacity, 100%FC) and water-limited (60%FC) conditions. The reduction in biomass of wheat under water limitation was smaller due to a higher rate of photosynthesis associated with maintenance of tissue turgor compared to rice genotypes. Drought caused greater inhibition of Photosystem II quantum efficiency, carboxylation efficiency, and photosynthetic capacity parameters in IR64 than in Apo. Transcript levels of photosynthesis-related genes were also significantly more repressed by water limitation in IR64, whilst the wheat genotype showed smaller reduction than Apo. Despite higher non-photochemical quenching (NPQ), a smaller increase in scavenging enzymes in IR64 resulted in more accumulation of reactive oxygen species (ROS) in 60%FC than in 100%FC compared to Apo. As a photoprotection mechanism, increased levels of NPQ resulted in lower ROS accumulation in wheat despite the similar increase in scavenging enzyme transcript levels as in Apo, signifying the importance of preventing oxidative burst for enhanced drought tolerance. In Apo, upregulation of the 9<em>-cis-epoxycarotenoid dioxygenase 2</em> gene implies the use of xanthophyll pool for the ABA biosynthesis. Our data suggest that regulating photosynthesis and oxidative protection in the wheat genotype enhanced drought tolerance. Improving these traits for rice is crucial to develop drought-tolerant rice genotypes.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Pages 15-23"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000107/pdfft?md5=0a0b7b0061c2773be53e0ca6a1bf6aa7&pid=1-s2.0-S2773126X22000107-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85271816","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Factors determining water use efficiency in aerobic rice","authors":"Shu Fukai, Jaquie Mitchell","doi":"10.1016/j.crope.2022.03.008","DOIUrl":"10.1016/j.crope.2022.03.008","url":null,"abstract":"<div><p>With shortages and increased cost of irrigation water in many rice growing areas, water saving technologies such as aerobic rice are required to ensure sustainable rice production. The present study is a review of published papers on aerobic rice which have shown a wide variation in water use efficiency (WUE, grain yield/water input) ranging 2–15 kg ha<sup>−1</sup> mm<sup>−1</sup> among the 41 cases examined, with a mean increase in WUE of more than 50% but 6% decrease in yield compared to flooded rice. There was a large variation in the proportion of water input that was lost as seepage and percolation, and low WUE in some experiments was obtained in frequent irrigation which was required to maintain growth in aerobic rice. Water saving in aerobic rice was greater during the early stage of growth when soil evaporation was still high. The use of plastic mulch and drip irrigation has helped increase WUE in aerobic rice. Aerobic rice has higher N fertiliser recovery rate than flooded rice, and hence there is scope for reduced N fertiliser requirement. Water saving due to the use of quick maturing varieties was quite high and when these varieties were able to maintain a yield level similar to that of late maturing varieties, an increased WUE resulted. This review concludes with possible challenges and approaches that may be taken to increase WUE. Development of screening methods and identification of traits adapted to aerobic soil condition is required for the development of varieties to improve WUE of aerobic rice.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Pages 24-40"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000089/pdfft?md5=4a05fd412a7436c38714dcbfd0cfce54&pid=1-s2.0-S2773126X22000089-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75116018","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Mapping global cropping system: Challenges, opportunities, and future perspectives","authors":"Liangzhi You , Zhanli Sun","doi":"10.1016/j.crope.2022.03.006","DOIUrl":"10.1016/j.crope.2022.03.006","url":null,"abstract":"<div><p>Spatially explicit global cropping system data products, which provide critical information on harvested areas, crop yields, and other management variables, are imperative to tackle current grand challenges such as global food security and climate change. These cropping system datasets are also very useful for researchers as they can support various scientific analyses in research projects. Yet, effectively searching, navigating, and fully understanding various global datasets can be a daunting task for researchers and policy analysts. In this review, we first compare a few selected global data products, which use crop census and statistical data as the main data source, and identify key problems and challenges of the global crop mapping such as data accuracy and consistency. We then pointed out the future perspectives and directions in further improving the global cropping data products. Collective mechanisms and efforts with the support of open-access data hosting platforms, standard protocols, and consistent financial support are necessary to produce high-quality datasets for researchers, practitioners, and policymakers. Moreover, machine learning and data fusion approaches can also be further explored in future mapping exercises.</p></div>","PeriodicalId":100340,"journal":{"name":"Crop and Environment","volume":"1 1","pages":"Pages 68-73"},"PeriodicalIF":0.0,"publicationDate":"2022-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773126X22000065/pdfft?md5=3143f22151d74508edab1501c6903c76&pid=1-s2.0-S2773126X22000065-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76563200","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}