Crop and Soil Productivity Response to Corn Residue Removal
Abstract
Producers using site-specific crop management (SSCM) have a need for strategies to delineate areas within fields to which management can be tailored. These areas are often referred to as management zones Quick and automated procedures are desirable for creating management zones and for testing the question of the number of zones to create. A software program called Management Zone Analyst (MZA) was developed using a fuzzy c-means unsupervised clustering algorithm that assigns field information into like classes, or potential management zones. An advantage of MZA over many other software programs is that it provides concurrent output for a range of cluster numbers so that the user can evaluate how many management zones should be used. Management Zone Analyst was developed using Microsoft Visual Basic 6.0 and operates on any computer with Microsoft Windows (95 or newer). Concepts and theory behind MZA are presented as are the sequential steps of the program. Management Zone Analyst calculates descriptive statistics, performs the unsupervised fuzzy classification procedure for a range of cluster numbers, and provides the user with two performance indices [fuzziness performance index (FPI) and normalized classification entropy (NCE)] to aid in deciding how many clusters are most appropriate for creating management zones. Example MZA output is provided for two Missouri claypan soil fields using soil electrical conductivity, slope, and elevation as clustering variables. Management Zone Analyst performance indices indicated that one field should be divided into either two (using NCE) or four (using FPI) management zones and the other field should be divided into four (using NCE or FPI) management zones.
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A first-order estimate of ~1 Pg CO2 eq yr-1 is shown for enhanced root phenotypes, using as an analog, global average C accrual rates (0.23 Mg C ha-1 yr-1) for cover crops applied to 50% of the cropland land area used by Smith et al.
“a first-order estimate of ~1 Pg CO 2 eq yr -1 is shown, using as an analog, global average C accrual rates (0.23 Mg C ha -1 yr -1 ) for cover crops 24 , applied to 50% of the cropland land area used by Smith et al. 18 .”
From Climate-smart soils (2016) · cites this paper as [24]
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Environmental sustainability assessment of bio-ethanol production in Thailand
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Assessing corn stover composition and sources of variability via NIRS
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Soil Science and the Carbon Civilization
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Long‐Term Effects of Harvesting Maize Stover and Tillage on Soil Quality
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Impacts of biofuels on climate change, water use, and land use
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- Authors
- Wilhelm, W. W., Johnson, J. M. F., Hatfield, J. L., Voorhees, W. B., & Linden, D. R.
- Affiliations
- Agricultural Research Service (US)
- Venue
- Agronomy Journal
- Publisher
- Wiley
- Published
- 2004
- Volume
- 96
- Issue
- 1
- Pages
- 1
- ISSN
- 0002-1962 (ISSN-L)
- 1435-0645
- OpenAlex
- W4246879570
- Cited by
- 533
- References
- 25
- Citations by year
- 2025: 2 · 2024: 1 · 2023: 1 · 2022: 3 · 2021: 19 · 2020: 40 · 2019: 21 · 2018: 36 · 2017: 24 · 2016: 28 · 2015: 49 · 2014: 43 · 2013: 40 · 2012: 36
- FWCI
- 33.43
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Agronomy Journal (publishedVersion)
- Topics
- Life Sciences › Agricultural and Biological Sciences › Soil Science › Soil Management and Crop Yield
- Physical Sciences › Environmental Science › Environmental Engineering › Soil Geostatistics and Mapping
- Life Sciences › Agricultural and Biological Sciences › Agronomy and Crop Science › Crop Yield and Soil Fertility
- Keywords
- crop productivity, soil productivity, site-specific crop management, management zones, fuzzy c-means clustering, number of clusters, soil electrical conductivity, claypan soils, field delineation
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