Journal of Arid Meteorology ›› 2024, Vol. 42 ›› Issue (6): 953-964.DOI: 10.11755/j.issn.1006-7639-2024-06-0953
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XIE Ziyang1,3(), LI Changshun2,3(
), CAI Jiayi2, WANG Shanshan2
Received:
2024-03-24
Revised:
2024-07-09
Online:
2024-12-31
Published:
2025-01-15
谢子扬1,3(), 李长顺2,3(
), 蔡嘉仪2, 王珊珊2
通讯作者:
李长顺(1984—),男,江苏徐州人,高级工程师,主要从事生态气象服务。E-mail:lchangshun@163.com。
作者简介:
谢子扬(1994—),男,山西天镇人,硕士,助理工程师,主要从事生态气象服务。E-mail:nmgxzy94@126.com。
基金资助:
CLC Number:
XIE Ziyang, LI Changshun, CAI Jiayi, WANG Shanshan. Bibliometric analysis and visualization of the relationship between climate change and soil moisture from 1988 to 2023[J]. Journal of Arid Meteorology, 2024, 42(6): 953-964.
谢子扬, 李长顺, 蔡嘉仪, 王珊珊. 1988—2023年气候变化与土壤墒情关系研究的文献计量分析与可视化[J]. 干旱气象, 2024, 42(6): 953-964.
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URL: http://www.ghqx.org.cn/EN/10.11755/j.issn.1006-7639-2024-06-0953
描述性信息 | 结果 | 描述性信息 | 结果 |
---|---|---|---|
出版时间/年 | 1988—2023 | 作者数量/人 | 31 907 |
发文数年均增长率/% | 22.75 | 所有作者出现频数/次 | 59 397 |
文献数量/篇 | 10 875 | 仅发表一篇文章的作者数/人 | 300 |
论文数量/篇 | 9 749 | 单一作者文献数/篇 | 324 |
数据论文/篇 | 25 | 平均每个作者文献数/篇 | 0.341 |
优先出版论文/篇 | 87 | 平均每篇文献合作作者数/人 | 5.46 |
会议论文/篇 | 129 | 国际合作率/% | 38.15 |
书籍/部 | 3 | 每份文献平均被引次数/次 | 36.12 |
综述/篇 | 395 | 每篇文献年均被引次数/次 | 3.79 |
检索关键词/个 | 13 610 | 参考文献数/条 | 330 595 |
作者关键词/个 | 19 461 | 文献来源(期刊、图书等)/种 | 1 402 |
Tab.1 Descriptive analysis result of literature on the relationship between climate change and soil moisture
描述性信息 | 结果 | 描述性信息 | 结果 |
---|---|---|---|
出版时间/年 | 1988—2023 | 作者数量/人 | 31 907 |
发文数年均增长率/% | 22.75 | 所有作者出现频数/次 | 59 397 |
文献数量/篇 | 10 875 | 仅发表一篇文章的作者数/人 | 300 |
论文数量/篇 | 9 749 | 单一作者文献数/篇 | 324 |
数据论文/篇 | 25 | 平均每个作者文献数/篇 | 0.341 |
优先出版论文/篇 | 87 | 平均每篇文献合作作者数/人 | 5.46 |
会议论文/篇 | 129 | 国际合作率/% | 38.15 |
书籍/部 | 3 | 每份文献平均被引次数/次 | 36.12 |
综述/篇 | 395 | 每篇文献年均被引次数/次 | 3.79 |
检索关键词/个 | 13 610 | 参考文献数/条 | 330 595 |
作者关键词/个 | 19 461 | 文献来源(期刊、图书等)/种 | 1 402 |
Fig.2 The annual total of citation frequency of literature on the subject of the relationship between climate change and soil moisture from 1988 to 2023
国家 (地区) | 文章数/篇 | SCP | MCP | MCP比率/% | 被引次数/次 | 篇均被引次数/次 |
---|---|---|---|---|---|---|
中国 | 2 950 | 1 876 | 1 074 | 36.4 | 61 516 | 20.85 |
美国 | 2 507 | 1 875 | 632 | 25.2 | 141 598 | 56.48 |
德国 | 511 | 248 | 263 | 51.5 | 22 158 | 43.36 |
加拿大 | 445 | 309 | 136 | 30.6 | 13 201 | 29.67 |
澳大利亚 | 423 | 245 | 178 | 42.1 | 18 042 | 42.65 |
英国 | 391 | 197 | 194 | 49.6 | 22 378 | 57.23 |
印度 | 322 | 252 | 70 | 21.7 | 4 811 | 14.94 |
西班牙 | 304 | 177 | 127 | 41.8 | 17 007 | 55.94 |
法国 | 257 | 127 | 130 | 50.6 | 10 490 | 40.82 |
意大利 | 246 | 121 | 125 | 50.8 | 6 859 | 27.88 |
Tab.2 Top 10 countries (regions) as source of the number of documents published on the relationship between climate change and soil moisture topics
国家 (地区) | 文章数/篇 | SCP | MCP | MCP比率/% | 被引次数/次 | 篇均被引次数/次 |
---|---|---|---|---|---|---|
中国 | 2 950 | 1 876 | 1 074 | 36.4 | 61 516 | 20.85 |
美国 | 2 507 | 1 875 | 632 | 25.2 | 141 598 | 56.48 |
德国 | 511 | 248 | 263 | 51.5 | 22 158 | 43.36 |
加拿大 | 445 | 309 | 136 | 30.6 | 13 201 | 29.67 |
澳大利亚 | 423 | 245 | 178 | 42.1 | 18 042 | 42.65 |
英国 | 391 | 197 | 194 | 49.6 | 22 378 | 57.23 |
印度 | 322 | 252 | 70 | 21.7 | 4 811 | 14.94 |
西班牙 | 304 | 177 | 127 | 41.8 | 17 007 | 55.94 |
法国 | 257 | 127 | 130 | 50.6 | 10 490 | 40.82 |
意大利 | 246 | 121 | 125 | 50.8 | 6 859 | 27.88 |
发文机构 | 来源国家 | 发文数/篇 | 被引次数/次 | 篇均被引次数/次 |
---|---|---|---|---|
中国科学院 | 中国 | 1 579 | 45 341 | 28.72 |
中国科学院大学 | 中国 | 702 | 15 907 | 22.66 |
北京师范大学 | 中国 | 268 | 7 199 | 26.86 |
西北农林科技大学 | 中国 | 174 | 3 686 | 21.18 |
南京信息工程大学 | 中国 | 160 | 4 320 | 27.00 |
兰州大学 | 中国 | 157 | 3 475 | 22.13 |
科罗拉多州立大学 | 美国 | 155 | 9 934 | 64.09 |
美国地质调查局 | 美国 | 151 | 12 992 | 86.04 |
美国航空航天局 | 美国 | 149 | 14 265 | 95.74 |
加利福尼亚大学伯克利分校 | 美国 | 140 | 10 111 | 72.22 |
Tab.3 Top 10 institutions by number of publications in the field on the relationship between climate change and soil moisture
发文机构 | 来源国家 | 发文数/篇 | 被引次数/次 | 篇均被引次数/次 |
---|---|---|---|---|
中国科学院 | 中国 | 1 579 | 45 341 | 28.72 |
中国科学院大学 | 中国 | 702 | 15 907 | 22.66 |
北京师范大学 | 中国 | 268 | 7 199 | 26.86 |
西北农林科技大学 | 中国 | 174 | 3 686 | 21.18 |
南京信息工程大学 | 中国 | 160 | 4 320 | 27.00 |
兰州大学 | 中国 | 157 | 3 475 | 22.13 |
科罗拉多州立大学 | 美国 | 155 | 9 934 | 64.09 |
美国地质调查局 | 美国 | 151 | 12 992 | 86.04 |
美国航空航天局 | 美国 | 149 | 14 265 | 95.74 |
加利福尼亚大学伯克利分校 | 美国 | 140 | 10 111 | 72.22 |
发文机构 | 来源 国家 | 发文数/篇 | 被引次数/次 | 篇均被引次数/次 |
---|---|---|---|---|
纽约州立大学阿尔巴尼分校 | 美国 | 18 | 4 023 | 223.50 |
西蒙菲莎大学 | 加拿大 | 8 | 1 726 | 215.75 |
苏黎世联邦理工学院 | 瑞士 | 67 | 14 182 | 211.67 |
东英吉利大学 | 英国 | 9 | 1 743 | 193.67 |
美国国家大气研究中心 | 美国 | 126 | 22 071 | 175.17 |
瑞士联邦水生科学和技术研究所 | 瑞士 | 6 | 1 040 | 173.33 |
筑波大学 | 日本 | 12 | 1 987 | 165.58 |
英国地质调查局 | 英国 | 10 | 1 647 | 164.70 |
维多利亚大学 | 加拿大 | 28 | 4 242 | 151.50 |
欧洲空间应用与电信中心 | 英国 | 18 | 757 | 151.40 |
Tab.4 Top 10 institutions with highest citations per literature on relationship between climate change and soil moisture
发文机构 | 来源 国家 | 发文数/篇 | 被引次数/次 | 篇均被引次数/次 |
---|---|---|---|---|
纽约州立大学阿尔巴尼分校 | 美国 | 18 | 4 023 | 223.50 |
西蒙菲莎大学 | 加拿大 | 8 | 1 726 | 215.75 |
苏黎世联邦理工学院 | 瑞士 | 67 | 14 182 | 211.67 |
东英吉利大学 | 英国 | 9 | 1 743 | 193.67 |
美国国家大气研究中心 | 美国 | 126 | 22 071 | 175.17 |
瑞士联邦水生科学和技术研究所 | 瑞士 | 6 | 1 040 | 173.33 |
筑波大学 | 日本 | 12 | 1 987 | 165.58 |
英国地质调查局 | 英国 | 10 | 1 647 | 164.70 |
维多利亚大学 | 加拿大 | 28 | 4 242 | 151.50 |
欧洲空间应用与电信中心 | 英国 | 18 | 757 | 151.40 |
期刊英文名 | 中文译名 | 文章数/篇 | 大类学科(分区) | Citescore指数 |
---|---|---|---|---|
Science of the Total Environment | 整体环境科学 | 340 | 环境科学与生态学(1) | 16.8 |
Journal of Hydrology | 水文学杂志 | 339 | 地球科学(1) | 10.4 |
Agricultural and Forest Meteorology | 农业与森林气象学 | 290 | 农林科学(1) | 10.7 |
Remote Sensing | 遥感 | 274 | 地球科学(2) | 7.9 |
Global Change Biology | 全球变化生物学 | 273 | 环境科学与生态学(1) | 19.5 |
Water | 水 | 183 | 环境科学与生态学(3) | 5.5 |
Journal of Geophysical Research-Atmospheres | 地球物理学研究杂志:大气 | 182 | 地球科学(2) | 8.1 |
Journal of Climate | 气候杂志 | 178 | 地球科学(2) | 8.7 |
Water Resources Research | 水资源研究 | 170 | 地球科学(1) | 8.8 |
Hydrology And Earth System Sciences | 水文学与地球系统科学 | 157 | 地球科学(1) | 9.5 |
Tab.5 Top 10 journals by number of publications in the field on relationship between climate change and soil moisture
期刊英文名 | 中文译名 | 文章数/篇 | 大类学科(分区) | Citescore指数 |
---|---|---|---|---|
Science of the Total Environment | 整体环境科学 | 340 | 环境科学与生态学(1) | 16.8 |
Journal of Hydrology | 水文学杂志 | 339 | 地球科学(1) | 10.4 |
Agricultural and Forest Meteorology | 农业与森林气象学 | 290 | 农林科学(1) | 10.7 |
Remote Sensing | 遥感 | 274 | 地球科学(2) | 7.9 |
Global Change Biology | 全球变化生物学 | 273 | 环境科学与生态学(1) | 19.5 |
Water | 水 | 183 | 环境科学与生态学(3) | 5.5 |
Journal of Geophysical Research-Atmospheres | 地球物理学研究杂志:大气 | 182 | 地球科学(2) | 8.1 |
Journal of Climate | 气候杂志 | 178 | 地球科学(2) | 8.7 |
Water Resources Research | 水资源研究 | 170 | 地球科学(1) | 8.8 |
Hydrology And Earth System Sciences | 水文学与地球系统科学 | 157 | 地球科学(1) | 9.5 |
作者 | 文章数/篇 | h指数 | g指数 | m指数 | 被引次数/次 | 论文发表起始年份/年 |
---|---|---|---|---|---|---|
Li Y | 78 | 23 | 41 | 1.64 | 1 812 | 2011 |
Seneviratne SI | 65 | 41 | 65 | 1.78 | 13 993 | 2002 |
Wang J | 62 | 17 | 32 | 1.31 | 1 116 | 2012 |
PeñUelas J | 61 | 34 | 61 | 1.55 | 4 308 | 2003 |
Liu Y | 59 | 16 | 34 | 1.45 | 1 234 | 2014 |
Wang H | 58 | 22 | 41 | 1.57 | 1 781 | 2011 |
Zhang Y | 57 | 21 | 43 | 0.91 | 1 905 | 2002 |
Zhang L | 55 | 18 | 33 | 1.00 | 1 161 | 2007 |
Wang Y | 50 | 19 | 34 | 0.76 | 1 201 | 2000 |
Wang L | 46 | 23 | 46 | 1.77 | 2 351 | 2012 |
Tab.6 Top 10 most prolific authors on the topic of relationship between climate change and soil moisture
作者 | 文章数/篇 | h指数 | g指数 | m指数 | 被引次数/次 | 论文发表起始年份/年 |
---|---|---|---|---|---|---|
Li Y | 78 | 23 | 41 | 1.64 | 1 812 | 2011 |
Seneviratne SI | 65 | 41 | 65 | 1.78 | 13 993 | 2002 |
Wang J | 62 | 17 | 32 | 1.31 | 1 116 | 2012 |
PeñUelas J | 61 | 34 | 61 | 1.55 | 4 308 | 2003 |
Liu Y | 59 | 16 | 34 | 1.45 | 1 234 | 2014 |
Wang H | 58 | 22 | 41 | 1.57 | 1 781 | 2011 |
Zhang Y | 57 | 21 | 43 | 0.91 | 1 905 | 2002 |
Zhang L | 55 | 18 | 33 | 1.00 | 1 161 | 2007 |
Wang Y | 50 | 19 | 34 | 0.76 | 1 201 | 2000 |
Wang L | 46 | 23 | 46 | 1.77 | 2 351 | 2012 |
作者(发表年份) | 来源期刊 | 被引次 数/次 | 年均被 引数/次 | 研究主题 |
---|---|---|---|---|
Vicente-Serrano et al. ( | Journal of Climate | 4 858 | 323.9 | 气候干旱指数的构建 |
Seneviratne et al. ( | Earth-Science Reviews | 3 017 | 201.1 | 气候系统与土壤水分相互作用机理 |
Dai ( | Nature Climate Change | 2 969 | 247.4 | 模型预测气候干旱趋势 |
Sitch et al. ( | Global Change Biology | 2 247 | 102.1 | 生态系统动态与碳循环模拟与评估 |
Mishra and Singh ( | Journal of Hydrology | 2 226 | 148.4 | 干旱特征与影响分析 |
Trenberth ( | Climate Research | 2 118 | 151.3 | 气候变化对水文循环影响 |
Dai ( | Wiley Interdisciplinary Reviews-Climate Change | 2 118 | 151.3 | 气候变化与干旱演变 |
Breshears et al. ( | Proceedings of the National Academy of Sciences | 1 593 | 79.7 | 土壤干旱与植被死亡情况 |
Huntington ( | Journal of Hydrology | 1 591 | 83.7 | 气候变化对水文循环影响 |
Jung et al. ( | Nature | 1 558 | 103.9 | 陆地蒸散发变化与气候响应 |
Tab.7 Top 10 most highly cited articles on the topic of the relationship between climate change and soil moisture
作者(发表年份) | 来源期刊 | 被引次 数/次 | 年均被 引数/次 | 研究主题 |
---|---|---|---|---|
Vicente-Serrano et al. ( | Journal of Climate | 4 858 | 323.9 | 气候干旱指数的构建 |
Seneviratne et al. ( | Earth-Science Reviews | 3 017 | 201.1 | 气候系统与土壤水分相互作用机理 |
Dai ( | Nature Climate Change | 2 969 | 247.4 | 模型预测气候干旱趋势 |
Sitch et al. ( | Global Change Biology | 2 247 | 102.1 | 生态系统动态与碳循环模拟与评估 |
Mishra and Singh ( | Journal of Hydrology | 2 226 | 148.4 | 干旱特征与影响分析 |
Trenberth ( | Climate Research | 2 118 | 151.3 | 气候变化对水文循环影响 |
Dai ( | Wiley Interdisciplinary Reviews-Climate Change | 2 118 | 151.3 | 气候变化与干旱演变 |
Breshears et al. ( | Proceedings of the National Academy of Sciences | 1 593 | 79.7 | 土壤干旱与植被死亡情况 |
Huntington ( | Journal of Hydrology | 1 591 | 83.7 | 气候变化对水文循环影响 |
Jung et al. ( | Nature | 1 558 | 103.9 | 陆地蒸散发变化与气候响应 |
排名 | 作者关键词 | 出现频次/次 | 排名 | 索引关键词 | 出现频次/次 |
---|---|---|---|---|---|
1 | climate change(气候变化) | 2 357 | 1 | climate-change(气候变化) | 3 837 |
2 | soil moisture(土壤湿度) | 1 318 | 2 | soil-moisture(土壤湿度) | 2 289 |
3 | drought(干旱) | 737 | 3 | temperature(温度) | 1 348 |
4 | precipitation(降水量) | 306 | 4 | precipitation(降水量) | 1 127 |
5 | evapotranspiration(蒸散量) | 293 | 5 | variability(变异性) | 1 068 |
6 | remote sensing(遥感) | 278 | 6 | model(模型) | 957 |
7 | soil respiration(土壤呼吸作用) | 226 | 7 | responses(响应) | 889 |
8 | soil temperature(土壤温度) | 217 | 8 | vegetation(植被) | 857 |
9 | temperature(温度) | 206 | 9 | water(水分) | 853 |
10 | soil water content(土壤含水量) | 197 | 10 | drought(干旱) | 803 |
Tab.8 The top 10 high-frequency keyword analysis of the relationship between climate change and soil moisture
排名 | 作者关键词 | 出现频次/次 | 排名 | 索引关键词 | 出现频次/次 |
---|---|---|---|---|---|
1 | climate change(气候变化) | 2 357 | 1 | climate-change(气候变化) | 3 837 |
2 | soil moisture(土壤湿度) | 1 318 | 2 | soil-moisture(土壤湿度) | 2 289 |
3 | drought(干旱) | 737 | 3 | temperature(温度) | 1 348 |
4 | precipitation(降水量) | 306 | 4 | precipitation(降水量) | 1 127 |
5 | evapotranspiration(蒸散量) | 293 | 5 | variability(变异性) | 1 068 |
6 | remote sensing(遥感) | 278 | 6 | model(模型) | 957 |
7 | soil respiration(土壤呼吸作用) | 226 | 7 | responses(响应) | 889 |
8 | soil temperature(土壤温度) | 217 | 8 | vegetation(植被) | 857 |
9 | temperature(温度) | 206 | 9 | water(水分) | 853 |
10 | soil water content(土壤含水量) | 197 | 10 | drought(干旱) | 803 |
主题聚类 | 热点主题(中文译名,词频)(词频≥50) |
---|---|
聚类1:土壤-气候相互作用、土壤生态系统管理 | soil respiration(土壤呼吸作用,226),soil temperature(土壤温度,217),temperature(温度,206),soil water content(土壤含水量,197),global warming(全球变暖,172),permafrost(永久冻土,133),Tibetan Plateau(青藏高原,133),grassland(草地,129),warming(变暖,114),nitrous oxide(氧化亚氮,103),carbon cycle(碳循环,89),carbon dioxide(二氧化碳,88),global change(全球变化,85),soil organic carbon(土壤有机碳,82),nitrogen(氮,76),methane(甲烷,74),soil(土壤,64),carbon sequestration(碳汇,63),climate warming(气候变暖,61),Arctic(北极圈,60),greenhouse gases(温室气体,60),Alpine Meadow(高寒草甸,58),carbon(碳,57),modelling(建模,56),Qinghai-Tibet Plateau(青藏高原,56),biochar(生物炭,51),temperature sensitivity(温度灵敏度,51),tundra(冻土带,51) |
聚类2:水文气象与干旱监测、气候数据分析与生态模型应用 | soil moisture(土壤湿度,1 312),drought(干旱,737),remote sensing(遥感,278),climate variability(气候变异性,167),NDVI (归一化植被指数,119),rainfall(降雨量,91),agriculture(农业,91),groundwater(地下水,82),China(中国,78),GRACE(重力恢复与气候实验卫星,76),machine learning(机器学习,71),MODIS(中分辨率成像光谱仪,63),extreme events(极端事件,55),land surface model(陆面模型,54),SMAP(土壤水分主动/被动卫星,53),atmosphere-land interaction(大气-陆地相互作用,52),ENSO(厄尔尼诺-南方涛动,52),CMIP6(第六次耦合模式比较项目,52) |
聚类3:农林水资源管理、生态系统生理性响应(生产力与生物多样性等) | irrigation(灌溉,132),transpiration(蒸腾作用,108),vegetation(植被,108),water use efficiency(水分利用效率,107),water stress(水分胁迫,95),climate(气候,90),photosynthesis(光合作用,85),drought stress(干旱胁迫,77),stomatal conductance(气孔导度,60),water availability(水资源可用性,59),biomass(生物量,58),microclimate(微气候,58),sap flow(树干液流,53),yield(产量,53),soil moisture content(土壤含水量,51) |
聚类4:气候变化下的水土资源模拟与适应策略 | climate change(气候变化,2 356),evapotranspiration(蒸散量,293),hydrology(水文学,130),water balance(水量平衡,120),runoff(径流,89),streamflow(河流流量,73),SWAT(水土评价模型,64),land use(土地利用,59),Loess Plateau(黄土高原,56),water resources(水资源,56) |
聚类5:生态系统通量交换的过程与参数 | eddy covariance(涡动协方差,90),ecosystem respiration(生态系统呼吸,54) |
聚类6:植被季节性水循环 | phenology(物候学,99),ecohydrology(生态水文学,80),soil water(土壤水分,57) |
聚类7:气象及自然灾害 | precipitation(降水量,306),wildfire(野火,51) |
Tab.9 Hot topic distribution of research on relationship between climate change and soil moisture
主题聚类 | 热点主题(中文译名,词频)(词频≥50) |
---|---|
聚类1:土壤-气候相互作用、土壤生态系统管理 | soil respiration(土壤呼吸作用,226),soil temperature(土壤温度,217),temperature(温度,206),soil water content(土壤含水量,197),global warming(全球变暖,172),permafrost(永久冻土,133),Tibetan Plateau(青藏高原,133),grassland(草地,129),warming(变暖,114),nitrous oxide(氧化亚氮,103),carbon cycle(碳循环,89),carbon dioxide(二氧化碳,88),global change(全球变化,85),soil organic carbon(土壤有机碳,82),nitrogen(氮,76),methane(甲烷,74),soil(土壤,64),carbon sequestration(碳汇,63),climate warming(气候变暖,61),Arctic(北极圈,60),greenhouse gases(温室气体,60),Alpine Meadow(高寒草甸,58),carbon(碳,57),modelling(建模,56),Qinghai-Tibet Plateau(青藏高原,56),biochar(生物炭,51),temperature sensitivity(温度灵敏度,51),tundra(冻土带,51) |
聚类2:水文气象与干旱监测、气候数据分析与生态模型应用 | soil moisture(土壤湿度,1 312),drought(干旱,737),remote sensing(遥感,278),climate variability(气候变异性,167),NDVI (归一化植被指数,119),rainfall(降雨量,91),agriculture(农业,91),groundwater(地下水,82),China(中国,78),GRACE(重力恢复与气候实验卫星,76),machine learning(机器学习,71),MODIS(中分辨率成像光谱仪,63),extreme events(极端事件,55),land surface model(陆面模型,54),SMAP(土壤水分主动/被动卫星,53),atmosphere-land interaction(大气-陆地相互作用,52),ENSO(厄尔尼诺-南方涛动,52),CMIP6(第六次耦合模式比较项目,52) |
聚类3:农林水资源管理、生态系统生理性响应(生产力与生物多样性等) | irrigation(灌溉,132),transpiration(蒸腾作用,108),vegetation(植被,108),water use efficiency(水分利用效率,107),water stress(水分胁迫,95),climate(气候,90),photosynthesis(光合作用,85),drought stress(干旱胁迫,77),stomatal conductance(气孔导度,60),water availability(水资源可用性,59),biomass(生物量,58),microclimate(微气候,58),sap flow(树干液流,53),yield(产量,53),soil moisture content(土壤含水量,51) |
聚类4:气候变化下的水土资源模拟与适应策略 | climate change(气候变化,2 356),evapotranspiration(蒸散量,293),hydrology(水文学,130),water balance(水量平衡,120),runoff(径流,89),streamflow(河流流量,73),SWAT(水土评价模型,64),land use(土地利用,59),Loess Plateau(黄土高原,56),water resources(水资源,56) |
聚类5:生态系统通量交换的过程与参数 | eddy covariance(涡动协方差,90),ecosystem respiration(生态系统呼吸,54) |
聚类6:植被季节性水循环 | phenology(物候学,99),ecohydrology(生态水文学,80),soil water(土壤水分,57) |
聚类7:气象及自然灾害 | precipitation(降水量,306),wildfire(野火,51) |
Fig.4 Temporal evolution and frequency analysis of keywords of the relationship between climate change and soil moisture during 1994-2023 (The size of the blue circular symbols represents the frequency of keyword occurrences)
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