N: 90 S: -90 E: 180 W: -180
Description
The goal of this study was to predict the global distribution of plant rooting depths based on data about global aboveground vegetation structure and climate. Vertical root distributions influence the fluxes of water, carbon, and soil nutrients and the distribution and activities of soil fauna. Roots transport nutrients and water upwards, but they are also pathways for carbon and nutrient transport into deeper soil layers and for deep water infiltration. Roots also affect the weathering rates of soil minerals. For calculating such processes on a global scale, data on vertical root distributions are needed as inputs to global biogeochemistry and vegetation models. In the Project for Intercomparison of Land Surface Parameterization Schemes (PILPS), rooting depth and vertical soil characteristics were the most important factors explaining scatter for simulated transpiration among 14 land-surface models. Recently, the Terrestrial Observation Panel for Climate of the Global Climate Observation System (GCOS) identified the 95% rooting depth as a key variable needed to quantify the interactions between the climate, soil, and plants, stating that the main challenge was to find the correlation between rooting depth and soil and climate features (GCOS/GTOS Terrestrial Observation Panel for Climate 1997). In response to this challenge, a data set of vertical rooting depths was collected from the literature in order to construct maps of global ecosystem rooting depths.
The parameters included in these data sets are estimates for the soil depths containing 50% and 95% of all roots, termed 50% and 95% rooting depths (D50 and D95, respectively). Together, these variables can be used to calculate estimates for vertical root distributions, using a logistic equation provided in this documentation. The data represent mean ecosystem rooting depths for 1 by 1 degree grid cells.
Related data sets:Â The ORNL DAAC offers related data sets by Jackson et al. (2003), Gordon and Jackson (2003), Schenk and Jackson (2003), and Gill and Jackson (2003).
This data set is one of the products of the International Satellite Land-Surface Climatology Project, Initiative II (ISLSCP II) data collection which contains 50 global time series data sets for the ten-year period 1986 to 1995. Selected data sets span even longer periods. ISLSCP II is a consistent collection of data sets that were compiled from existing data sources and algorithms, and were designed to satisfy the needs of modelers and investigators of the global carbon, water and energy cycle. The data were acquired from a number of U.S. and international agencies, universities, and institutions. The global data sets were mapped at consistent spatial (1, 0.5 and 0.25 degrees) and temporal (monthly, with meteorological data at finer (e.g., 3-hour)) resolutions and reformatted into a common ASCII format. The data and documentation have undergone two peer reviews.
ISLSCP is one of several projects of Global Energy and Water Cycle Experiment (GEWEX) [http://www.gewex.org/] and has the lead role in addressing land-atmosphere interactions -- process modeling, data retrieval algorithms, field experiment design and execution, and the development of global data sets.
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USER'S GUIDE
GENERAL DOCUMENTATION
Publications Citing This Dataset
| Title | Year Sort ascending | Author | Topic |
|---|---|---|---|
| Incorporating plant access to groundwater in global root zone storage capacity estimate | Du, Shuping, Jiang, Shanhu, Ren, Liliang, Cui, Hao, Zhu, Yongwei, He, Miao, Xu, Chong-Yu | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Groundwater Storage Changes Using GRACE and ESA CCI Soil Moisture Products in Southern Victoria, Australia | Park, Taejun, Seo, KiWeon, Ryu, Dongryeol, Kim, JaeSeung, Lee, Daeha, Chen, Jianli, Wilson, Clark R. | Surface Pressure, Heat Flux, Longwave Radiation, Shortwave Radiation, Surface Temperature, Humidity, Evapotranspiration, Surface Winds, Rain, Precipitation Rate, Snow, Soil Moisture/Water Content, Soil Temperature, Land Surface Temperature, Snow Water Equivalent, Runoff, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| High-resolution global soil salinity and sodicity mapping (1980-2024): | Wang, Tiantian, Dong, Jinwei, Lyu, Binyan, Gao, Xuan, Wang, Nan, Shi, Zhou | Vegetation Index, Normalized Difference Vegetation Index (NDVI), Enhanced Vegetation Index (EVI), Plant Phenology, Plant Phenological Changes, Land Use/Land Cover Classification, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Terrestrial ecosystems enhanced root zone water storage capacity in response to climate change over the past four decades | Xi, Qiaojuan, Gao, Hongkai, Wang-Erlandsson, Lan, Dong, Jianzhi, Fenicia, Fabrizio, Savenije, Hubert H.G., Hrachowitz, Markus | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Evaluating key climatic and ecophysiological parameters of worldwide tree mortality with a process-based BGC model and machine learning algorithms | Cho, Nanghyun, Agossou, Casimir, Kim, Eunsook, Lim, Jong-Hwan, Hwang, Taehee, Kang, Sinkyu | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Global patterns in vegetation accessible subsurface water storage emerge from spatially varying importance of individual drivers | van Oorschot, Fransje, Hrachowitz, Markus, Viering, Tom, Alessandri, Andrea, van der Ent, Ruud J | Canopy Characteristics, Evergreen Vegetation, Crown, Deciduous Vegetation, Leaf Characteristics, Vegetation Cover, Land Use/Land Cover Classification, Biomass, Plant Characteristics, Vegetation Index, Albedo, Reflectance | |
| Ecological Niche Modelling of an Industrially Important Mushroom-Ganoderma lucidum (Leys.) Karsten: A Machine Learning Global Appraisal | Photosynthetically Active Radiation, Carbon, Forests, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Prediction of global distribution of Ganoderma lucidum (Leys.) Karsten: a machine learning maxent analysis for a commercially important plant fungus | Photosynthetically Active Radiation, Carbon, Forests, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | ||
| Predictive ecological niche modelling of an important bio-control agent: Trichoderma harzianum (Rifai) using the MaxEnt machine learning tools with climatic and non ... | Mathur, Manish, Mathur, Preet | Photosynthetically Active Radiation, Carbon, Forests, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Does maximization of net carbon profit enable the prediction of vegetation behaviour in savanna sites along a precipitation gradient? | Nijzink, Remko C., Beringer, Jason, Hutley, Lindsay B., Schymanski, Stanislaus J. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| GlobalScale Shifts in Rooting Depths Due To Anthropocene Land Cover Changes Pose Unexamined Consequences for Critical Zone Functioning | Hauser, Emma, Sullivan, Pamela L., Flores, Alejandro N., Hirmas, Daniel, Billings, Sharon A. | Vegetation Index, Vegetation Cover, Vegetation Index, Deciduous Vegetation, Reflectance, Land Use/Land Cover Classification, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo | |
| Uncertainties of soil organic carbon stock estimation caused by paleoclimate and human footprint on the Qinghai Plateau | Liu, Xia, Zhou, Tao, Shi, Peijun, Zhang, Yajie, Luo, Hui, Yu, Peixin, Xu, Yixin, Zhou, Peifang, Zhang, Jingzhou | Biomass, Forests, Grasslands, Alpine/Tundra, Photosynthetically Active Radiation, Carbon, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Climate-model-informed deep learning of global soil moisture distribution | Klingmuller, Klaus, Lelieveld, Jos | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Quantifying the Effect of Precipitation on Landslide Hazard in Urbanized and NonUrbanized Areas | Johnston, Elizabeth C., Davenport, Frances V., Wang, Lijing, Caers, Jef K., Muthukrishnan, Suresh, Burke, Marshall, Diffenbaugh, Noah S. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Extending the range of applicability of the semi-empirical ecosystem | Tian, Xianglin, Minunno, Francesco, Cao, Tianjian, Peltoniemi, Mikko, Kalliokoski, Tuomo, Makela, Annikki | Leaf Area Index (LAI), Fraction Of Absorbed Photosynthetically Active Radiation (fapar), Photosynthesis, Primary Production, VEGETATION PRODUCTIVITY, Stratigraphic Sequence, Digital Elevation/Terrain Model (DEM), Soil Depth, Sediments, Carbon, Nitrogen, Soil Water Holding Capacity, Soil Bulk Density, Soil Chemistry, Soil Classification, Soil Moisture/Water Content, Soil Horizons/Profile, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Towards improved parameterization of a macroscale hydrologic model in a discontinuous permafrost boreal forest ecosystem | Endalamaw, Abraham, Bolton, W. Robert, Young-Robertson, Jessica M., Morton, Don, Hinzman, Larry, Nijssen, Bart | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Global root zone storage capacity from satellite-based evaporation | Wang-Erlandsson, Lan, Bastiaanssen, Wim G. M., Gao, Hongkai, Jagermeyr, Jonas, Senay, Gabriel B., van Dijk, Albert I. J. M., Guerschman, Juan P., Keys, Patrick W., Gordon, Line J., Savenije, Hubert H. G. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Global estimation of effective plant rooting depth: Implications for hydrological modeling | Yang, Yuting, Donohue, Randall J., McVicar, Tim R. | Photosynthetically Active Radiation, Carbon, Forests, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Pan-tropical analysis of climate effects on seasonal tree growth | Wagner, Fabien, Rossi, Vivien, Aubry-Kientz, Melaine, Bonal, Damien, Dalitz, Helmut, Gliniars, Robert, Stahl, Clement, Trabucco, Antonio, Herault, Bruno | Biomass, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Data-Model Needs for Belowground Ecology. A Summary Report from the Terrestrial Ecosystem Science (TES) Mini-Workshop, May 8, 2014 | Bailey, Vanessa, Hanson, Paul J., Jastrow, Julie, Torn, Margaret, Stover, Daniel | Organic Matter, Soil Bulk Density, Soil Classification, Soil Depth, Soil Moisture/Water Content, Soil Texture, Phosphorus, Soil Chemistry, Soil Chemistry, Soil Respiration, Soil Respiration, Atmospheric Carbon Dioxide, Air Temperature, Precipitation Amount, Soil Water Holding Capacity, Biomass, Nutrients, Plant Characteristics, Photosynthetically Active Radiation, Carbon, Forests, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Carbon, Nitrogen, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance, Water Table, Soil Classification, Geomorphic Landforms/Processes, Soil Color, Soil Horizons/Profile, Soil Structure, Soil Ph, Drainage, Terrain Elevation, Methane, Nitric Oxide, Nitrous Oxide, Litter Characteristics, Soil Gas/Air, Isotopes, Reforestation/Revegetation, Soil Gas/Air, Ammonia, Nitrogen Oxides, Ecosystem Functions, Cation Exchange Capacity, Suspended Solids, Forest Composition/Vegetation Structure, Leaf Area Index (LAI), Vegetation Species, Humidity, Soil Moisture, Soil Porosity, Nitrogen, Trace Gases/Trace Species, Soil Fertility, Permafrost, Calcium, Potassium, Magnesium, Total Dissolved Solids, Wetlands, Inundation, Soil Moisture/Water Content, Carbon, Nitrous Oxide, Discharge, Groundwater Chemistry, Discharge/Flow, Surface Water Chemistry, Biogeochemical Cycles | |
| Response of vegetation to the 2003 European drought was mitigated by height | Bevan, S. L., Los, S. O., North, P. R. J. | Biomass, Plant Characteristics, Photosynthetically Active Radiation, Carbon, Forests, Respiration Rate, Primary Production, Heat Flux, Sediment Transport, Soil Respiration, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Parameterization of dust emissions in the global atmospheric chemistry-climate model EMAC: impact of nudging and soil properties | Astitha, M., Lelieveld, J., Abdel Kader, M., Pozzer, A., de Meij, A. | Soil Bulk Density, Sediment Transport, Primary Production, Biogeochemical Cycles, Soil Chemistry, Soil Depth, Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance | |
| Simple physics-based models of compensatory plant water uptake: concepts and eco-hydrological consequences | Jarvis, N. J. | Canopy Characteristics, Leaf Area Index (LAI), Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Albedo, Reflectance | |
| Understanding plant rooting patterns in semi-arid systems: an integrated model analysis of climate, soil type and plant biomass | van Wijk, Mark T. | Land Use/Land Cover Classification, Vegetation Index, Vegetation Cover, Plant Characteristics, Leaf Characteristics, Canopy Characteristics, Albedo, Reflectance |