Supplement 1. Cheatgrass demographic data and the R code to perform analyses.
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File List seedData.csv (MD5: 1046a13d7dc78e8de7ff15ed1569c743) es.csv (MD5: 83f92d3db02c919782c024c23f02476c) analyses.r (MD5: c2975e34a5540cf99e285a98d83bf817) Description This supplement provides the data and the R code to perform the analyses described in the methods section. The data is contained in seedData.csv and es.csv. The file seedData.csv contains data on seed production, es.csv contains data on emergence and survival. analyses.r is the code to perform analyses. For clarity, we divided the code in five sections: (1) models of seed production in unplanted quadrats; (2) create complete demographic data sets; (3) lambda models; (4) vital rates models; (6) LTRE analyses. In the first section, we use data from seedData.csv to create treatment specific means of seed production in unplanted quadrats. In the second section, we subtract these means to the seed production of planted quadrats. We use the resulting data set in sections three, four, and five to fit the mixed-effect models and to perform the LTRE analyses. Here we present the number, name and description of each column in the two data frames, seedData.csv and es.csv. Metadata seedData.csv 1.Plot Definition: Number identifying each experimental plots. 2. RemovalDefinition: A letter indicating whether the plot was subjected to vegetation removal ("R") or not ("N"). 3. WarmingDefinition: A letter indicating whether the plot was subjected to warming ("W") or not ("C"). 4. EcotypeDefinition: A word indicating whether the quadrat was planted with cheatgrass seeds collected at low ("low"), mid ("mid") or ("high") elevations. Moreover, every plot also contains a quadrat that has not been planted ("unplanted"). 5. SiteDefinition: A word indicating whether the plots are located at the low ("low"), mid ("mid") or ("high") elevation site. 6. YearDefinition: A number indicating whether the data refers to seed collected in June 2010 or 2011. 7. SeedsDefinition: A number reporting the estimated number of seeds produced in each quadrat. Metadata es.csv Numbers refer to the column number. 1.PlotDefinition: Number identifying each experimental plots. 2. RemovalDefinition: A letter indicating whether the plot was subjected to vegetation removal ("R") or not ("N"). 3. WarmingDefinition: A letter indicating whether the plot was subjected to warming ("W") or not ("C"). 4. EcotypeDefinition: A word indicating whether the quadrat was planted with cheatgrass seeds collected at low ("low"), mid ("mid") or ("high") elevations. Moreover, every plot also has a quadrat that has not been planted ("unplanted"). 5. SiteDefinition: A word indicating whether the plots are located at the low ("low"), mid ("mid") or ("high") elevation site. 6. YearDefinition: A number indicating whether the data refers to the growing season 2009-2010 ("2010") or 2010-2011 ("2011"). 7. eDefinition: A number reporting the proportion of planted cheatgrass that emerged during the growing season. 8. sDefinition: A number reporting the proportion of emerged cheatgrass that survived to seed set.
文件列表:seedData.csv(MD5:1046a13d7dc78e8de7ff15ed1569c743)、es.csv(MD5:83f92d3db02c919782c024c23f02476c)及analyses.r(MD5:c2975e34a5540cf99e285a98d83bf817)。 数据集说明:本补充材料提供了论文方法部分所述分析所需的数据与R代码。数据存储于seedData.csv与es.csv中:其中seedData.csv包含种子生产相关数据,es.csv包含出苗与存活相关数据;analyses.r为本次分析所用的代码文件。为便于阅读,我们将代码划分为五个模块:(1) 未播种样方的种子生产模型;(2) 构建完整的种群统计学数据集;(3) 种群增长率(lambda)模型;(4) 生命率模型;(6) 生命表响应试验(LTRE)分析。 在第一个模块中,我们利用seedData.csv中的数据,计算得到未播种样方中各处理下的种子生产均值。在第二个模块中,我们将该均值从播种样方的种子生产数据中扣除。所得数据集将用于第三、第四与第五模块,以拟合混合效应模型并开展生命表响应试验分析。 下文将介绍seedData.csv与es.csv两个数据框中各列的编号、名称与说明。 ### seedData.csv元数据 1. 样地标识:用于标识各实验样地的编号。 2. 去除处理标识:单个字母,表示样地是否接受植被去除处理,取值为"R"(去除)或"N"(未去除)。 3. 增温处理标识:单个字母,表示样地是否接受增温处理,取值为"W"(增温)或"C"(未增温)。 4. 生态型标识:文本字段,用于标识样方所播种的旱雀麦种子采自低海拔("low")、中海拔("mid")或高海拔("high")区域。此外,每个样地均包含一个未播种的对照样方("unplanted")。 5. 样地位置标识:文本字段,用于标识样地所在的海拔区域,取值为低海拔("low")、中海拔("mid")或高海拔("high")。 6. 年份标识:数值字段,用于标识数据对应的种子采样年份,即2010年6月或2011年6月。 7. 种子数量:数值字段,用于报告各样方预估的种子生产量。 ### es.csv元数据 下述编号对应各列的序号: 1. 样地标识:用于标识各实验样地的编号。 2. 去除处理标识:单个字母,表示样地是否接受植被去除处理,取值为"R"(去除)或"N"(未去除)。 3. 增温处理标识:单个字母,表示样地是否接受增温处理,取值为"W"(增温)或"C"(未增温)。 4. 生态型标识:文本字段,用于标识样方所播种的旱雀麦种子采自低海拔("low")、中海拔("mid")或高海拔("high")区域。此外,每个样地均包含一个未播种的对照样方("unplanted")。 5. 样地位置标识:文本字段,用于标识样地所在的海拔区域,取值为低海拔("low")、中海拔("mid")或高海拔("high")。 6. 生长季标识:数值字段,用于标识数据对应的生长季,即2009-2010生长季("2010")或2010-2011生长季("2011")。 7. 出苗率:数值字段,用于报告生长季内播种旱雀麦的出苗比例。 8. 存活率:数值字段,用于报告已出苗旱雀麦个体存活至结籽阶段的比例。



