The forests of the midwestern United States at Euro-American settlement: Spatial and physical structure based on contemporaneous survey data

被引:9
作者
Paciorek, Christopher J. [1 ]
Cogbill, Charles, V [2 ]
Peters, Jody A. [3 ]
Williams, John W. [4 ,5 ]
Mladenoff, David J. [6 ]
Dawson, Andria [7 ]
McLachlan, Jason S. [3 ]
机构
[1] Univ Calif Berkeley, Dept Stat, Berkeley, CA 94720 USA
[2] Harvard Univ, Harvard Forest, Petersham, MA USA
[3] Univ Notre Dame, Dept Biol Sci, Notre Dame, IN 46556 USA
[4] Univ Wisconsin, Dept Geog, Madison, WI 53706 USA
[5] Univ Wisconsin, Ctr Climat Res, Madison, WI USA
[6] Univ Wisconsin, Dept Forest & Wildlife Ecol, Madison, WI USA
[7] Mt Royal Univ, Dept Gen Educ, Calgary, AB, Canada
来源
PLOS ONE | 2021年 / 16卷 / 02期
基金
美国国家科学基金会;
关键词
ZERO-INFLATED POISSON; HISTORICAL LAND-USE; OLD-GROWTH; BIOMASS; REGRESSION; VEGETATION; PATTERNS; MODELS; USA;
D O I
10.1371/journal.pone.0246473
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
We present gridded 8 km-resolution data products of the estimated stem density, basal area, and biomass of tree taxa at Euro-American settlement of the midwestern United States during the middle to late 19th century for the states of Minnesota, Wisconsin, Michigan, Illinois, and Indiana. The data come from settlement-era Public Land Survey (PLS) data (ca. 0.8-km resolution) of trees recorded by land surveyors. The surveyor notes have been transcribed, cleaned, and processed to estimate stem density, basal area, and biomass at individual points. The point-level data are aggregated within 8 km grid cells and smoothed using a generalized additive statistical model that accounts for zero-inflated continuous data and provides approximate Bayesian uncertainty estimates. The statistical modeling smooths out sharp spatial features (likely arising from statistical noise) within areas smaller than about 200 km(2). Based on this modeling, presettlement Midwestern landscapes supported multiple dominant species, vegetation types, forest types, and ecological formations. The prairies, oak savannas, and forests each had distinctive structures and spatial distributions across the domain. Forest structure varied from savanna (averaging 27 Mg/ha biomass) to northern hardwood (104 Mg/ha) and mesic southern forests (211 Mg/ha). The presettlement forests were neither unbroken and massively-statured nor dominated by young forests constantly structured by broad-scale disturbances such as fire, drought, insect outbreaks, or hurricanes. Most forests were structurally between modern second growth and old growth. We expect the data product to be useful as a baseline for investigating how forest ecosystems have changed in response to the last several centuries of climate change and intensive Euro-American land use and as a calibration dataset for paleoecological proxy-based reconstructions of forest composition and structure for earlier time periods. The data products (including raw and smoothed estimates at the 8-km scale) are available at the LTER Network Data Portal as version 1.0.
引用
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页数:23
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