2015 - 2016 Forest Inventory North Region, Mississippi · 2015 - 2016 Forest Inventory North...

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2015 - 2016 Forest Inventory North Region, Mississippi MISSISSIPPI FOREST INVENTORY

Transcript of 2015 - 2016 Forest Inventory North Region, Mississippi · 2015 - 2016 Forest Inventory North...

Page 1: 2015 - 2016 Forest Inventory North Region, Mississippi · 2015 - 2016 Forest Inventory North Region, Mississippi MISSISSIPPI FOREST INVENTORY

2015 - 2016 Forest InventoryNorth Region, Mississippi

MISSISSIPPI FOREST INVENTORY

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The Mississippi Forest Inventory (MFI) program acknowledges the Mississippi Forestry Commission for its role in collecting field data. MFI also acknowledges the College of Forest Resources, particularly Dr. Thomas Matney and Dr. Emily Schultz for assistance with development of the timber inventory methodology and software, as well as the Forest and Wildlife Research Center at Mississippi State University. The inventory would not be pos-sible without the cooperation of public agencies such as the Mississippi Automated Resource Information System (MARIS) for providing auxiliary data. Finally, MIFI extends a sincere debt of gratitude to private landowners in providing access to measurement plots.

Mississippi Forestry Commission

Charlie Morgan – Mississippi State Forester

Richard McInnis – Forest Management Chief Ken Cline - Grenada CountyStacy Lewis - Northeast District Forester John Martin - Monroe County

Mark Williams - Northwest District Forester Stacy Simmons - Pontotoc CountyGarron Hicks - Assistant District Forester Michael Crabb - Prentiss/Tishomingo County

Bryan Wheeler - Assistant District Forester Andrew Tiger - Prentiss County Mac Ables – Assistant District Forester Bryan Davis- Tippah County

Drew Stafford – Assistant District Forester Wesley Crum- Union County Glenn Mynatt- Alcorn/Tippah County Mike Williams - DeSoto/Tate County

Brian James - Benton County Louis Ray - Grenada County Cody Russell - Benton County Matt Simpson - Panola County

Lee Eaton - Calhoun/Chickasaw County Mike Godwin - Panola CountyMichael Hughey - Clay/Monroe County Jim Edwards - Yalobusha County

Shaun Rogers - Itawamba/Lee/Pontotoc County Christopher Shaw - Yalobusha CountyCorey Franks - Lafayette/Union County Van Crump – GIS Forester

Greg Hall - Lee County Josh Skidmore – GIS ForesterBrian James- Marshall County Brian Mitchell - GIS Program Director

ACKNOWLEDGMENTS

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Additional information about any aspect of this survey may be obtained from:Richard McInnisMississippi Forestry Commission600 North Street, Suite 300Jackson, Mississippi 39202(601) [email protected]

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Acknowledgments . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . i

Executive Summary . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1

Remote Sensing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2

Land Cover. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 2

Ownership . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 3

Growth . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4

Economic Impact . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 5

Forces of Change . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 6

A Brief History of Mississippi’s Forests . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 7

Inventory Methods . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 8

Reliability of Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9

District Volume . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 10

Glossary of Terms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 15

TABLE OF CONTENTS

Photo Credits John Mark Williams (cover)Leslie Robertson (Courtesy of the National Association of State Foresters) Joshua SkidmoreBrian Mitchell

About the coverThe north region is incredibly diverse with forest ecosystems ranging from majestic cypress/tupelo swamps to steep loessal hills that support massive white oaks and a host of other hard-wood species that thrive in the fertile, well-drained soils.

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EXECUTIVE SUMMARYThe Mississippi Forest Inventory (MFI) was initiated in 2004 in order to inventory the state’s forest resources and promote the forest-based sectors of Mississippi’s economy. While this information is currently provided by the US Forest Service’s Forest Inventory and Analysis program, their inventory is only reliable at the state or half state level. In order to formulate sound forest policies and stimulate the forest-based economy in Mississippi, a more frequent and fine-scale inventory of our resources is necessary.

MFI uses a contemporary inventory methodology that integrates satellite-based remote sensing, stratified ran-dom sampling theory, and innovative measurement technology to provide a regular inventory of the forest resources in the state. Emphasis is placed on the need for reliable estimates of the current timber volume and growth potential of the forest resources at the local level. Geographic constraints are incorporated into the inven-tory design for more precise estimates of smaller areas. The MFI inventory sampling errors are generally accept-able down to three counties or less.

According to Dan Bowen with Biewer Lumber, “the first thing we looked for in our multi-state search for a new sawmill location was the wood resource. The MFI data was a key element to support and validate our decision to locate that new state-of-the-art mill in Mississippi. The information is well laid out and gives a high degree of confidence in its accuracy. It also provides us with the information we need to undertake the essential task of planning and projecting our future growth.”

The inventory for each district is delivered both in writing and via the World Wide Web. Our Web site is the primary tool for retrieving inventory information. An interface allows the user to analyze inventory results and query specific geographic locations. To learn more about MFI, visit www.mifi.ms.gov or www.mfc.ms.gov.

Respectfully,

Mississippi Forestry Commission

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REMOTE SENSING

MFI represents an advancement of forest inventory philosophy. It is the first statewide production-scale integration of satellite remote sensing and forest inventory. Independently, neither of the technolo-gies can adequately answer the two most important questions posed with forest resource assessment:

• How much volume is present?• Where is that volume located?

Inventory and remote sensing technologies are brought together through the use of a Geographic Information System (GIS). By combining spatial data derived from satellite imagery classification, and Global Positioning System (GPS) linked at-tribute data obtained from ground measurements, GIS helps answer these questions.

LAND COVERThe total available land base in Mississippi is 30,213,607 acres. Forestland currently occupies 19.51 million acres, or approximately 65% of Mississippi’s land base. Of the forested acres, 5.6 million are pine, 8.8 million are hardwood and mixed oak-pine forests occupy 1.8 million acres. Another 3.28 million acres are currently in young forest regeneration that has not yet been classified as to forest cover type.

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State Forest Land Cover Classification Percentages

Mississippi Forest Land Cover Classification

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OWNERSHIPParcel ownership for land in Mississippi is predominately family owned. Traditional family legacy subdivides large holdings into smaller parcels. In this type of ownership families acknowledge the legal distinction in own-ership of the land but continue to manage the parcels as contiguous properties.

Mississippi recently began transitioning to a digital format for property records. However, only corporate and governmental ownership records are available in geo-referenced digital formats. MIFI focuses on the use of these records to create ownership descriptions. By process of elimination, the non-industrial private land ownership patterns can be discerned.

77%

7%

7%5% 4%

Private

Industrial

State

Federal

Municipal

• Industrial timberland currently accounts for 3.1 million acres.

• Publicly owned federal timberland currently accounts for 2.2 million acres.

• Publicly owned state timberland currently accounts for approximately 1 million acres.

• Native American timberland in Mississippi amounts to approximately 25,000 acres.

• Almost 80% of the timberland in Mississippi is owned by private citizens.

Family forest owners dominate the private ownership group with 350,000 landowners who control parcels of 10 acres or greater.

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Mississippi Land Ownership

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GROWTH

Softwood growth rates represent a return on investment realized as the increase in volume over a given length of time and reported as an annualized percentage rate. The ability to quickly and repeatedly determine growth rates in pines, coupled with the dominance of pine volume in the market mandate the prevalence of softwood growth rates.

These growth rates can be compared to the interest rate paid upon a savings account and provide useful tools for investment analysis. The average current rate for a five-year cer-tificate of deposit is 2.00%. Pine timber pro-duction that is five times as profitable when compared to a savings account represents a competitive alternative for investors.

•SoftwoodgrowthratefortheNorth MFI District is 10.4%•HardwoodgrowthratefortheNorth MFI District is 1.7%

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ECONOMIC IMPACTRoundwood production is the mainstay of Mississippi’s forest-based economy. Hardwood and softwood produc-tion supply the markets for everything from furniture and flooring raw material to construction-grade solid wood products. The latest economic impact analysis available (Henderson, J.E., I.A. Munn. 2013)1 indicate the contribu-tion of forestry in Mississippi as:

•Forestry,logging,primarywoodproducts,andfurnituremanufacturingcontributes$10.9billioninproductout- put,and$4.07billioninvalueaddedproduction;and

•59,157individualsaredirectlyemployedinlogging,forestryandotherwood-processingindustriesgenerating, acombinedwageincomeof$2.71billion.

A rapid and reliable measure of sustainability is the growth-to-drain ratio, which is calculated by dividing the total annual volume of growth by the total annual volume of removals. This measure of sustainability is a way of determining if the forest is being utilized to its current maximum potential without creating conditions that will result in reduction or total loss of forest resources in the future. The current growth-to-drain ratio for pine in Central Mississippi is 1.3. This means that this region is producing approximately 30% more pine volume than is being utilized. Implications of pine growth-to-drain ratios greater than 1.5 include greater risks of wildfire, forest health issues related to insect and disease outbreaks, and obvious economic challenges related to reduced industrial utilization. The growth-to-drain ratio for hardwood in this area is 4.0.

For more information regarding utilization or to obtain growth-to-drain ratio estimates for specific portions of Mississippi please contact the Mississippi Forestry Commission.

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1. Henderson, J.E., I.A. Munn. 2013. The economic impact of forestry and the forest products industry on Mis-sissippi’s Congressional Districts. Forest and Wildlife Research Center, Research Bulletin FO 449, Mississippi State University. 12 pp.

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Mississippi’s forestland is dynamic and constantly changing. The primary driving force in change is human activ-ity. Population centers are expanding. The U.S. Census Bureau estimates Mississippi’s 2015 population to be 2.99 million people. The majority of this increase occurred in proximity to established metropolitan areas including DeSoto County near Memphis, TN, the counties surrounding the Jackson metroplex of Hinds, Madison, and Rankin counties, the vicinity of Hattiesburg and the Mississippi Gulf Coast. The resulting landscape is a mixture of forest and urban land cover often within close proximity to each other.

Natural forces typically do not result in loss of forestland. Insects and disease are always present and often influ-ence stand structure throughout all stages of development. Other natural events can reshape the state’s forest in a matter of hours. Timber damaged by hurricanes, tornadoes, ice storms, wildfires, or outbreaks of insects or diseases is quickly replaced because of the resilience of the forest and underlying land base maintaining forest sustainability.

As a force of change, people do not always have a detrimental impact on forests. In fact, good forest stewardship can greatly enhance forest resources. Whether natural or human induced, long-term or short, permanent or temporary, Mississippi’s forestlands are constantly changing. These changes are reflected in the current condition of the state’s forests as evidenced by trends in land use, stand composition, estimates of wood volume, and rates of net annual growth, removals, and mortality. The effects extend to overall forest health, as well as water quality, recreation potential, future timber availability and other aspects of forestland use and condition.

As shown in the table to the right, volumes of all forest products have increased in the North district since the 2008 inventory. The volumes presented are in 100’s of cubic feet outside of bark and were calculated by subtracting the 2008 value from the cor-responding 2015 value.

Forces of Change

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Net Volume Change Since 2008Forest Type Pulpwood Sawtimber

Pine 50,144 1,349,827Hardwood 113,885 3,277,829

Mixed 178,774 4,867,130

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A Brief History of Mississippi’s ForestsFrom the earliest occupation of Mississippi by Native Americans, the forests have been the primary livelihood of its residents. Wood products were used to manufacture dwellings, and wildlife in the forest represented both a source of food and trade goods. If by definition a “virgin forest” is a forest that has been uninfluenced by hu-mans, then virgin forests have not existed in Mississippi since the pre-Colombian era.

Agriculture was the major force that shaped early Mississippi landscapes. The practice of slash-and-burn agricul-ture of early settlers resulted in a highly fragmented landscape of forests that exhibited all the stages of succes-sion. At the beginning of the 20th century, large lumber manufacturers of the Northeast and Great Lakes regions looked for new resources as the timber resources of those regions were exhausted. The presence of rail networks and largely untapped reserves of timber in the Southeast attracted their attention. Thus, large-scale timber pro-duction began in Mississippi.

Until the late 1930s, the primary focus of forestry was the production of timber, with little regard for scientific-based management. Professional foresters began to foster the concept of actively managing pine forestland that could meet the demand for timber related products. As environmental awareness increased, management of for-estland began to take a multi-use approach. Aesthetics, recreation, and water quality are principles that profes-sional foresters are now trained to incorporate into their management practices.

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Inventory MethodsThe Mississippi Forest Inventory began in 2004. The sampling scheme is significantly different than traditional forest surveys, which produce estimates for an entire state. That traditional type of analysis limits usefulness for localized economic development efforts. MFI directs sampling in a two stage process: analysis of satellite-based remote sensing with statistical validation for depicting the land cover types and subsequent change through time;andintensivegroundmeasurementoftheforesttimberforaregionordistrictofthestate.Thisinforma-tion provides acceptable statistical precision for areas equivalent to two to three counties.

The remote sensing effort utilizes the spectral reflectance of vegetation captured by satellites. Through a com-bination of analyses, primary classifications of water, non-forest, pine, hardwood, mixed pine-hardwood, and forest regeneration classes are derived. Plots are then randomly allocated to each county based on their relative proportions of forest cover types.

The ground-based measurements are implemented on a one-fifth acre fixed radius plot. Sawtimber, pole and ve-neer volume are sampled and characteristics associated with stand dynamics are measured. A one-tenth acre plot is incorporated to measure the volume of product classes used to produce fiber for the pulp industry. Finally, a one-twentieth acre plot is inventoried to measure non-merchantable stems that range from 1.0 to 4.5 inches in diameter at breast height.

In the event there is no merchantable material located on a plot, such as following a harvest, a one-hundredth acre plot is established to measure reproduction material that will develop into a future timber stand. A repre-sentative sample of the current forest conditions is obtained at each sample location for all timber species, from the smallest seedling to the largest tree encountered on any of the plots. Individual tree attributes measured include species, product, observable damage, diameter at breast height, total height, height to absolute diameter limits for pulpwood and sawtimber volume, crown length, bark thickness, 5 and 10-year radial growth, and age. Stand level attributes recorded include slope, size class, apparent stand level damages, over story composition with reference to the remote sensing products, logging operability, physiographic position, Society of American Foresters forest cover type designation, litter depth, and USFS fuel model designation.

Estimates of timber volume and forest classifications are derived from tree measurements and classifications made at these locations. Volumes for individual tally trees are computed using profile equations for each of the 60 major species in Mississippi.

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Reliability of Data

The reliability of a forest inventory is measured by the statistical sampling error. Sampling error increases, indicating reduced reliability, when the sample size is decreased. At a 95% confidence level, this inventory has less than 5.0% error for estimates of total cubic-foot volume outside bark at the district level (20 counties). This means that 95 out of 100 times the estimated values will be within 5.0% of the true values when considering the entire district. Reducing the sample size from the district level to five counties increases the sampling error to approximately 9%. When considering only three counties the sampling error increases to approximately 11.5%.

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District Volume

Mississippi is divided into five inventory districts based on geography, physiography, economic and political characteristics. The North District includes 20 counties and nearly 4 million acres of forestland. Of the forested acreage, 52% is hardwood, 22% is pine, 5% is mixed pine and hardwood and the remaining 21% is currently in young regeneration that has not yet been classified as to the dominant forest cover type.

North District Land Cover Classification North District Counties

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The following tables report the forest cover types, volumes, and acreage sampling errors associated with the 20 counties of the North inventory district. Also included are the estimates for pine growth and non-commercial forest regeneration that will provide the future timber supply. All volumes are expressed in 100s of cubic feet outside bark. Pulpwood volumes include top wood from sawtimber. Stem counts are expressed in 1,000s.

Alcorn CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 22684 729,682 450,155 12.1

Hardwood 35923 729,331 421,880 17.0Forested 64990 1,675,839 1,015,054 10.1

Benton CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 28063 733,216 513,389 13.8

Hardwood 61843 1,570,315 1,126,344 11.8Forested 98847 2,490,147 1,692,462 8.2

Calhoun CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 72,346 2,444,641 2,100,364 10.4

Hardwood 101,273 3,340,634 2,653,495 10.0Forested 184,093 6,169,446 5,065,115 6.7

MFI North Region SummaryStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %

Non-Forest 2,333,588Pine 820,103 26,743,735 19,059,891 2.9

Hardwood 1,894,737 50,031,564 33,879,634 2.7Mixed 192,772 6,638,200 5,014,379 5.5

Reproduction 750,427Forested 3,658,038

Total 5,991,626

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Chickasaw CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 51,472 1,825,174 1,434,210 13.2

Hardwood 72,205 2,126,301 1,611,273 11.1Forested 134,196 4,448,046 3,499,886 7.6

Clay CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 29,845 999,691 708,894 0.0

Hardwood 81,149 2,177,131 1,362,236 12.1Forested 117,399 3,405,630 2,180,115 8.3

DeSoto CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 3336 126,845 51,615 0.0

Hardwood 49512 1,652,030 881,962 9.9Forested 52848 1,778,876 933,577 9.3

Grenada CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 31,439 1,134,312 365,337 12.9

Hardwood 119,115 3,592,196 1,754,802 8.6Forested 154,557 4,938,761 2,235,636 7.1

Itawamba CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 50,144 1,349,827 933,323 16.5

Hardwood 113,885 3,277,829 2,180,139 13.2Forested 178,774 4,867,130 3,292,383 10.5

Lafayette CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 71989 2,397,322 1,876,635 0.0

Hardwood 137082 4,533,850 3,729,165 11.8Forested 229910 8,384,209 6,948,723 7.0

Lee CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 26,264 835,584 536,834 17.4

Hardwood 45,807 1,362,525 962,467 7.5Forested 79,877 2,500,469 1,712,390 7.0

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Monroe CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 45841 1,628,277 1,207,829 17.4

Hardwood 125609 3,294,928 2,733,699 18.6Forested 187439 5,584,085 4,449,672 13.0

Panola CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 28,956 988,485 544,443 0.0

Hardwood 122,499 3,402,403 1,823,506 7.1Forested 151,455 4,390,888 2,367,949 5.7

Pontotoc CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 50,987 1,972,005 1,638,056 12.2

Hardwood 68,208 1,806,662 1,391,012 13.2Forested 129,403 4,183,151 3,352,730 8.3

Prentiss CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 40,219 1,861,606 1,476,816 13.8

Hardwood 70,601 2,343,996 1,766,788 8.0Forested 124,586 4,604,659 3,498,134 6.1

Marshall CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 44,457 1,995,533 1,469,315 0.0

Hardwood 113,680 3,684,191 2,529,717 7.8Forested 164,186 5,799,860 4,057,473 6.4

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Tate CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 10,564 323,042 168,270 0.0

Hardwood 58,174 1,928,218 1,021,234 13.3Forested 68,738 2251,260 1,189,504 11.2

Tippah CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 35,435 1,334,493 1,042,853 22.2

Hardwood 69,777 2,074,187 1,555,163 9.4Forested 113,285 3,641,263 2,771,927 8.7

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Thousands of Stems by Diameter Class

5-yr Projected Pine Volume

Annual Pine Growth Rate (%)

County 1-inch 2-inch 3-inch 4-inch Pulpwood Sawtimber Pulpwood SawtimberAlcorn 17,366 15,054 7,643 5,519 1,036,354 758,401 7.3 11.0Benton 6,398 9,324 6,129 5,022 983,001 820,819 6.0 9.8Calhoun 26,417 36,221 20,109 9,621 3,307,031 2,820,271 6.2 6.1Chickasaw 30,368 29,558 14,667 6,946 2,529,214 2,004,814 6.7 6.9Clay 15,907 24,588 12,489 6,322 1,299,670 1,051,184 5.4 8.2DeSoto 7,641 7,483 4,761 2,622 161,406 123,459 4.9 19.1Grenada 37,635 23,128 12,670 10,118 1,586,893 1,132,008 6.9 25.4Itawamba 28,366 29,728 16,122 12,001 1,994,230 1,566,262 8.1 10.9Lafayette 19,400 26,777 13,692 10,520 3,285,820 2,679,236 6.5 7.4Lee 19,685 15,970 8,281 4,291 1,183,353 864,103 7.2 10.0Marshall 16,382 21,642 11,551 6,652 2,689,264 2,177,335 6.1 8.2Monroe 37,825 41,262 21,005 13,764 2,347,864 1,833,718 7.6 8.7Panola 22,293 18,348 11,765 7,756 1,359,659 1,025,109 6.6 13.5Pontotoc 33,282 31,552 17,013 8,775 2,665,964 2,256,609 6.2 6.6Prentiss 42,325 29,900 12,767 9,441 2,528,621 2,117,313 6.3 7.5Tate 10,205 6,274 5,183 2,573 437,081 327,017 6.2 14.2Tippah 30,065 32,866 13,604 7,485 1,881,238 1,502,625 7.1 7.6Tishomingo 24,582 24,015 12,850 7,364 1,689,598 1,326,306 6.8 8.9Union 18,856 16,005 10,015 5,569 1,350,235 1,003,217 6.7 8.7Yalobusha 26,370 19,991 16,247 8,625 2,483,375 1,926,873 5.8 13.7Total 471,368 459,686 248,563 150,986 36,799,871 29,316,679 6.5 10.6

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Tishomingo CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 33,354 1,213,365 867,525 20.1

Hardwood 57,036 1,626,161 1,177,224 19.1Forested 106,002 3,377,630 2,463,502 11.8

*Note: If the plot sample equals the total plots, the sampling error % is zero. If either the sample or total plot count is zero, the sampling error % is zero.

Union CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 31,423 977,498 662,078 25.6

Hardwood 61,735 2,053,639 1,390,731 16.3Forested 101,832 3,220,286 2,156,536 12.3

Yalobusha CountyStrata Acres Pulpwood Volume Sawtimber Volume Sampling Error %Pine 53,515 1,873,137 1,011,950 11.4

Hardwood 100,021 3,455,038 1,806,796 5.4Forested 164,700 5,701,865 3,071,135 4.8

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Glossary of TermsBasal area. The area in square feet of the cross section at breast height of a single tree or of all the trees in a stand, usually expressed in square feet per acre.

Commercial species. Tree species currently or poten-tially suitable for industrial wood products.

CRP. The Conservation Reserve Program, a major Federal afforestation program authorized by the 1985 Farm Bill.

D.b.h. Tree diameter in inches (outside bark) at breast height (4.5 feet above ground).

Diameter Class. A classification of trees based on tree d.b.h. One-inch diameter classes are commonly used. For example, the 6-inch class includes trees 5.6 through 6.5 inches d.b.h.

D.o.b. (diameter outside bark) Stem diameter includ-ing bark.

Forest Land. Land at least 10 percent stocked by for-est trees of any size, or formerly having had such tree cover and not currently developed for nonforest use. The minimum area considered for classification is 1 acre.

Forest management type. A classification of timberland based on forest type and stand origin.

Forest type. A classification of forest land based on the species forming a plurality of live-tree stocking. Major Mississippi forest-type groups are:

Longleaf-slash pine. Forests in which longleaf or slash pine, singly or in combination, constitute a plurality of the stocking. (Common associates in-clude oak, hickory, and gum)

Loblolly-shortleaf pine. Forests in which loblolly pine, shortleaf pine, or other southern yellow pines, except longleaf or slash pine, singly or in combina-tion, constitute a plurality of the stocking. (Com-mon associates include oak, hickory and gum)

Oak-pine. Forests in which hardwoods (usually upland oaks) constitute a plurality of the stocking but in which pines account for 25 to 50 percent of the stocking. (Common associates include gum, hickory, and yellow- poplar)

Oak-hickory. Forests in which upland oaks or hickory, singly or in combination, constitutes a plurality of the stocking, except where pinesaccount for 25 to 50 percent, in which case the stand would be classified oak- pine. (Common associates include yellow-poplar elm, maple, and black walnut)

Oak-gum-cypress. Bottom-land forests in which tupelo, blackgum, sweetgum, oaks, or southern cypress, singly or in combination, constitutes a plurality of the stocking, except where pines ac-count for 25 to 50 percent, in which case the stand would be classified oak-pine. (Common associates include cottonwood, willow, ash, elm, hackberry, and maple)

Elm-ash-cottonwood. Forests in which elm, ash, or cottonwood, singly or in combination, consti-tutes a plurality of the stocking. (Common associ-ates include willow, sycamore, beech, and maple)

Maple-beech-birch. Forests in which maple, beech, or yellow birch, singly or in combination, constitute a plurality of the stocking. (Common associates include hemlock, elm, basswood, and white pine)

Nonstocked stands. Stands less than 10 percent stocked with live trees.

Pine plantation. Stands that (a) have been artificial-ly regenerated by planting or direct seeding, (b) are classed as a pine or other softwood forest type, and(c) have at least 10 percent stocking.

Natural pine. Stands that (a) have not been artifi-cially regenerated, (b) are classed as a pine or other softwood forest type, and (c) have at least 10 per-cent stocking.

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Oak-pine. Stands that have at least 10 percent stock-ing and classed as a forest type of oak-pine.

Upland hardwood. Stands that have at least 10 percent stocking and classified as an oak-hickory or maple-beech-birch forest type.

Lowland hardwood. Stands that have at least 10 per-cent stocking with a forest type of oak-gum-cypress, elm-ash- cottonwood, palm, or other tropical.

Nonstocked stand. Stands less than 10 percent stocked with live trees.

GIS - Acronym for geographic information system. An integrated collection of computer software and data used to view and manage information about places, analyze spatial relationships, and model spatial pro-cesses. A GIS provides a framework for gathering and organizing spatial data and related information so that it can be displayed and analyzed.

Hardwoods. Dicotyledonous trees, usually broadleaf and deciduous.

Hard hardwoods. Hardwood species with an average specific gravity greater than 0.50 such as oaks, hard maples, hickories, and beech.

Soft hardwoods. Hardwood species with an average specific gravity of .50 or less, such as gums, yellow pop-lar, cottonwoods, red maple, basswoods, and willows.

Industrial wood. All roundwood products except fuelwood.

Land area. The area of dry land and land temporarily or partly covered by water, such as marshes, swamps, and river floodplains (omitting tidal flats below mean high tide), streams sloughs, estuaries, and canals less than 200 feet wide, and lakes, reservoirs, and ponds less than 4.5 acres in area.

Live trees. All living trees, all size classes, all tree classes, and both commercial and noncommercial spe-cies are included.

Log Grade. A classification of logs based on external characteristics indicating quality or value.

Logging residues. The unused merchantable portion of growing-stock trees cut or destroyed during log-ging operations.

Noncommercial species. Tree species of typically small size, poor form, or inferior quality that nor-mally do not develop into trees suitable for industrial wood products.

Nonforest land. Land that has never supported forests and land formerly forested where timber production is precluded by development for other uses.

Nonstocked stands. Stands less than 10 percent stocked with live trees.

Ownership. The property owned by one ownership unit, including all parcels of land in the United States.

National forest land. Forest land that has been legally designated as national forests or purchase units, and other land under the administration of the Forest Service, including experimental areas and Bankhead-Jones Title III land.

Forest industry land. Land owned by companies or individuals operating primary wood-using plants.

Nonindustrial private forest (NIPF) land.Privately owned land excluding forest industry land or forest industry-leased land. Corporate. Owned by corporations, including incorporated farm owner-ships.

State, county, and municipal land. Land owned by states, counties, and local public agencies or munici-palities, or land leased to these governmental units for 50 years or more.

Primary wood-using plants. Industries receiving roundwood or chips from roundwood for the manu-facture of products, such as veneer, pulp, and lumber.

Reforestation. Area of land previously classified as forest that is regenerated by planting trees or natural regeneration.

Remote Sensing. The use of aircraft or satellite imag-ery to identify and describe the land cover and land use.

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Roundwood (roundwood logs). Logs, bolts, or other round sections cut from trees for industrial or con-sumer uses.

Roundwood chipped. Any timber cut primarily for pulpwood, delivered to non- pulp mills, chipped, and then sold to pulp mills as residues, including chipped tops, jump sections, whole trees, and pulpwood sticks.

Roundwood products. Any primary product such as lumber, poles, pilings, pulp, or fuelwood, that is pro-duced from roundwood.

Saw-Log. A log meeting minimum standards of diam-eter, length, and defect, including logs at least 8 feet long, sound and straight, with a minimum diameter inside bark for softwoods of six inches (8 inches for hardwoods).

Saw-log portion. The part of the bole of sawtimber trees between a 1-foot stump and the saw-log top.

Saw-log top. The point on the bole of sawtimber trees above which a conventional saw log cannot be pro-duced. The minimum saw-log top is 7.0 inchesd.o.b. for softwoods and 9.0 inches d.o.b for hard-woods.

Sawtimber-size trees. Softwoods 8.0 inches d.b.h and larger and hardwoods 11.0 inches d.b.h. and larger.

Sawtimber volume. Growing-stock volume in the saw-log portion of sawtimber-size trees in board feet.

Seedlings. Trees less than 1.0 inch d.b.h. and greater than 1 foot tall for hardwoods, greater than 6 inches tall for softwood, and greater than .5 inch in diameter at ground level for longleaf pine.

Select red oaks. A group of several red oak species composed of cherrybark, Shumard, and northern red oaks. Other red oak species are included in the “other red oaks” group.

Select white oaks. A group of several white oak species composed of white, swamp chestnut, swamp white, chinkapin, Durand, and bur oaks. Other white oak species are included in the “other white oaks” group.

Site class. A classification of forest land in terms of po-tential capacity to grow crops of industrial wood based on fully stocked natural stands.

Softwoods. Coniferous trees, usually evergreen, having leaves that are needles or scalelike.

Yellow pines. Loblolly, longleaf, slash, pond, shortleaf pitch, Virginia, sand, spruce, and Table Mountain pines.

Other softwoods. Cypress, eastern red-cedar, white-cedar, eastern white pine, eastern hemlock, spruce and fir

Spectral reflectance. Sunlight reflected from the ground or canopy of the forest that is recorded by the sensor in the satellite or aircraft that is separated into small classes (bands).

Stand age. The average age of dominant and co-dominant trees in the stand.

Stand origin. A classification of forest stands describing their means of origin.

Planted. Planted or artificially seeded.

Natural. No evidence of artificial regeneration.

Stand-size class. A classification of forestland based on the diameter class distribution of live trees in the stand.

Statistical Precision. The ability to achieve the same results with repeated measurements.

Sawtimber stands. Stands at least 10 percent stocked with live trees, with half or more of total stocking in sawtimber and poletimber trees, and with sawtimber stocking at least equal to poletimber stocking.

Stocking. The degree of occupancy of land by trees, measured by basal area or the number of trees in a stand and spacing in the stand, compared with a mini-mum standard, depending on tree size, required to fully utilize the growth potential of the land.

Thematic map. Displays complex map data using classes that combine similar data.

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Timberland. Forest land capable of producing 20 cubic feet of industrial wood per acre per year and not with-drawn from timber utilization.

Timber products. Roundwood products and byproducts.

Tree. Woody plants having one erect perennial stem or trunk at least 3-inches d.b.h. a more or less definitely formed crown for foliage and a height of at least 13 feet (at maturity).

Tree Grade. A classification of the saw-log portion of sawtimber trees based on: (1) the grade of the butt log or (2) the ability to produce at least one 12-foot or two 8- foot logs in the upper section of the saw- log por-tion. Tree grade is an indicator of quality. Grade 1 is the best quality.

Upper-stem portion. The part of the main stem or fork of sawtimber trees above the saw-log top to minimum top diameter 4.0 inches outside bark or to the point where the main stem or fork breaks into limbs.

Volume of live trees. The cubic-foot volume of sound wood in live trees at least 4.6 inches d.b.h from a 1-foot stump to a minimum 3.0 inch top d.o.b of the central stem for softwood or 4.0 inches for hardwoods.

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