Forest sector investment in the United States - trends and implications of capital investment and annual expenditure

Jaana Korhonena,b*, and Gregory Freyb

a: Oak Ridge Institute for Science and Education (ORISE), Oak Ridge, TN, USA;
b: USDA Forest Service, Southern Research Station, Forest Economics and Policy Unit, Durham, NC, USA;

*Corresponding author: E-mail: jaana.korhonen@usda.gov

Citation: Korhonen J, Frey G. 2023. Forest sector investment in the United States - trends and implications of capital investment and annual expenditure. J.For.Bus.Res. 2(2): 114-145.

Received:  3 October 2023 / Accepted:  10 November 2023 / Published: 20 November 2023

Copyright: © 2023 by the authors


ABSTRACT

Investment is essential to ensure that forests are properly restored, protected, and managed to meet the various needs of society, including a wide range of public and private organizations. This article offers an overview of capital investment and annual expenditures related to forests in the United States, encompassing both the public and private sectors. In 2020, the total capital investment and annual expenditure were $242 billion (in 2020 dollars). Our findings indicate that private investment is surpassing public investment. However, there were differences in the types of investments made between the private and public sectors and differences in investment and annual expenditure levels can be observed in different geographical contexts. We also elaborated on potential sustainability impacts and identified knowledge gaps that present opportunities for future research.

Keywords: annual expenditure, capital investment, Montreal Process reporting, private investment, public investment, sustainable forest management, USA


INTRODUCTION

Consistent investments in forest restoration, protection, and management, as well as forest-related industries and ecosystem services are considered crucial for maintaining and enhancing the benefits provided by forests. Inadequate funding for forest protection, management, and utilization can result in the deterioration or loss of these benefits (Montreal Process Liaison Office 2015). Measuring the level of investment and expenditure in forests, forestry, and forest product markets also helps identify the level of relative importance and development of these sectors within the overall economy, and evaluation of temporal or spatial trends can help identify strengths, challenges, and past or emerging issues (Frey et al. 2022; Skog et al. 2010).

The Montreal Process is an international agreement under which signatory countries with temperate and boreal forests have agreed to track information on various aspects of forests and forestry in order better to assess whether they are sustainable (Montreal Process Liaison Office 2015). This manuscript focuses on capital investment and yearly spending in forest management, as well as the industries reliant on wood and non-wood forest products, ecosystem services, recreation, and tourism in the United States (U.S., a Montreal Process signatory).

The aim of the research is to summarize the value of capital investment and annual expenditure in the forest sector that is allocated to producing, maintaining, and acquiring goods and services from forests. Where possible, we tracked these values over time and by region within the U.S. Our research does not encompass in detail many important aspects related to forest sector that are interlinked and reported under Criterion 6 (Maintenance and enhancement of long-term multiple socio-economic benefits to meet the needs of societies, including forest research, education and extension activities (See e.g., McGinley et al. 2019), and 7 (Legal, institutional and economic framework for forest conservation and sustainable management (See e.g., Buttler 2016). Instead, we will compare the investment trends in public and private sector and elaborate on the interlinkages with roundwood consumption and employment trends. Furthermore, we will briefly discuss our findings concerning private-sector investment from the perspective of strategic industrial management and sustainability.

DATA AND METHODS

We make a distinction between annual expenditures and capital investment to align with commonly used accounting methods. Examples of capital investment that are relevant for forest protection, management and utilization include new plants and equipment rebuilds by industrial firms, new forest infrastructure (such as roads, bridges, and buildings), acquisition of additional forest land, and major investments by public agencies in management and protection (Skog et al. 2010). Annual expenditures typically include periodic costs such as rent, utilities and taxes. In this work, we include forest sector related to program costs, including administration expenses and other costs, under the annual expenditures.

To quantify total annual expenditure in protecting and managing forests that provide multiple ecosystem services, we consider both public and private entities. Public entities, such as federal, provincial/state agencies, and local governments, along with private entities, including forest product industrial firms, concessionaires, forest-based recreation and tourism firms, and other non-governmental organizations, all play a role in forest protection, management, and utilization.

This manuscript replicates, updates, and expands upon previous work by Skog et al. (2010). We gathered existing public data from multiple sources to develop the most complete available picture of the U.S. forest-sector (i.e., forests, forestry, and wood products) capital investments and annual expenditures. We have collected data on annual operating expenses and capital investment costs for various entities involved in forest, forestry and wood products. The data are described in Table 1. We aggregate the data into four overarching topics: public annual expenses, public capital investment, private annual expenses, and private capital investment. All time-series are inflation-adjusted year 2020 values using the GDP deflator (World Bank 2023). We report values as they are and refrain from applying, e.g., rolling average annual values that are calculated over a number of years. The investment and expenditure levels are moderately stable and indicative of averages over long term in the forest sector, and as we are recovering from the Covid-19 pandemic, we perceive no need to adjust the variation in the data.

Table 1. Description of data for capital investments and annual operating expenses.

Type of activity/private or public entities

Annual operating expenses

Annual value of capital investments

Geographical and temporal scope

Protecting and managing forests

 

 

 

USDA Forest Service

Annual operating expenses for the National Forest System, Forest Rangeland research

Capital improvement and maintenance in facilities, roads and trails

Regional, 2006–2022.

State forestry agencies

Annual program costs

 

All states (with some gaps) for 1998, 2002, 2004, 2012, 2014, 2016, 2018, 2020

 

 

 

 

Wood product industry Paper product industry, wood furniture industry

Annual costs for payroll and materials

Annual capital investments

Wood and paper product industries: regional. 1997, 2002–2006, 2012–2020.

Wood furniture industry: National, 2012–2021

Wood pellet industry

 

Forisk Consulting (2022) data about commercial scale pellet mill capacity and investment. Data on location and company not reported.

National, announcements in Q3/2022.

 

 

 

 

Recreation

 

 

 

**USDA Forest Service

 

National Forest System appropriations to Recreation, Heritage, and Wilderness

National, 2006 – 2020.

**National Park Service

Expenditures on facility operations and
maintenance

 

National, 2000–2020.

 

 

 

 

**Concessionaires in national parks

Total revenue obtained by
concessionaires, and fees paid
to the National Park Service;
a portion of fees were used
for facilities improvements

 

National, 2000–2020.

Forest-based environmental services

Not obtained

Some overlap with 6.27

 

 

 

 

 

Non-wood product industries

Not obtained

some overlap with 6.31

 

**Due to the inherent challenge of attributing these data points to forest-based recreational activities, thus excluded from the present study. These data are available on request.

RESULTS

Summary of results

The total capital investment and annual expenditure amounted to a total 242 billion in 2020. The forest sector's public capital investment for the year 2020 (section 3.2) amounted to a total of $535 million. Additionally, the public annual expenses for the same year amounted to $7.8 billion (section 3.3).

We found that private capital investment in the forest sector totaled $13 billion in 2020 (section 3.4). The corresponding private annual expenses for the year amounted to $220 billion (section 3.5). All investment and expenditure levels have seen an increase since 2012, with the most growth being a 62% increase in private capital investment. For a yearly breakdown, refer to Table 2.

Regarding recreation expenditures, the USDA Forest Service National Forest System allocated $262 million as annual expenditure on Recreation, Heritage, and Wilderness (Section 3.8).

Table 2. Total private and public capital investment and annual expenditure (million 2020$)

 

Public sector capital investment

Public sector annual expenditure

Private sector capital investment

Private sector annual expenditure

Total

2012

              394

       5,451

         8,229

   149,180

163,253

2013

              328

 

          8,716

   164,004

173,048

2014

331

6,136

11,133

175,606

193,206

2015

355

 

11,043

183,815

195,214

2016

384

6,930

11,078

188,619

207,011

2017

391

 

10,920

205,051

216,362

2018

505

7,672

10,415

224,289

242,881

2019

531

 

13,544

229,272

243,347

2020

535

7,806

13,329

220,749

242,419

2012/2020

% change

36

43

62

48

48

                       

Public sector capital investment

USDA Forest Service—Capital Investment— In 2020, The USDA Forest Service allocated $535 million capital investment towards managing and protecting forests, up from $531 million in 2019 and $505 million in 2018 (2020 dollars). This represents a 70% increase since 2006 (Table 3).

These funds are allocated towards a range of activities, including the development of facilities, roads, and trails, as well as the improvement of infrastructure. Additionally, they support the acquisition and donation of lands, waters, and related interests within the National Forest System, which align with the agency's goals of restoration, outdoor recreation and public access, habitat for wildlife, and protection of water quality.

In 2020, the USDA Forest Service made its largest investments in roads and facilities, which together accounted for approximately 85% of its total investment in Capital Improvement, Maintenance and Land Acquisition. Specifically, the agency allocated $301 million towards road development and maintenance, and $154 million towards facilities improvement and construction.

Table 3. U.S. Department of Agriculture Forest Service, Capital Improvement, Maintenance and Land Acquisition 2006–2020 (million 2020$).

 

Facilities

Roads and trails

Land acquisition

Total

2006

91

195

28

314

2007

96

206

29

331

2008

92

215

30

338

2009

94

250

35

379

2010

102

214

47

362

2011

108

246

48

401

2012

112

241

41

394

2013

59

226

43

328

2014

63

231

37

331

2015

65

249

41

355

2016

67

259

58

384

2017

67

272

52

391

2018

148

293

64

505

2019

151

305

75

531

2020

154

301

80

535

Source: USDA Forest Service 2006–2021.

Public sector annual expenditure

In 2020, the USDA Forest Service allocated a total of $4.96 billion dollars as an annual expenditure towards various programs, with the National Forest System and Wildland Fire Management programs receiving the largest share of funding. Specifically, the National Forest System program received $2.0 billion dollars, while Wildland Fire Management received $2.3 billion dollars. State Forestry and Private Forestry received $347 million dollars, while Forest and Rangeland research received $305 million dollars (Table 4). Wildland Fire Management program accounted for 47% of the total reported program costs in 2020.

Table 4—U.S. Department of Agriculture, Forest Service annual expenditure program costs by segment, 2008–2021 (million 2020$).

Year

Forest and Rangeland Research

State and Private Forestry

National Forest System

Wildland Fire Management

Total

2008

202

186

345

2,301

3,035

2009

205

184

342

1,616

2,347

2010

225

222

1,117

1,515

3,079

2011

233

230

1,158

1,571

3,192

2012

230

197

1,209

1,536

3,172

2013

240

205

1,261

1,589

3,294

2014

246

193

1,257

1,816

3,512

2015

258

203

1,302

2,033

3,796

2016

260

212

1,351

2,135

3,958

2017

269

213

1,411

2,642

4,535

2018

292

330

1,890

2,784

5,295

2019

307

345

1,968

2,562

5,182

2020

305

347

1,958

2,351

4,960

Source: USDA Forest Service 2006-2021.

Table 5 shows that in 2020, the total annual expenditures for state forestry agency programs reached nearly $2.9 billion dollars. The North, South, and Rocky Mountains regions all faced an increase in program expenditures, while the Pacific Coast region showed variability in expenditures from year to year. Specifically, the annual expenditures for the North, South, Pacific Coast, and Rocky Mountains regions were $468 million, $531 million, $497 million, and $217 million, respectively. Appendix A provides a broader perspective on state-level expenditures for forestry agency programs over time, ranging from $2 million in Delaware and Rhode Island to $1.2 billion in California spent on the forest health and wildfire prevention.

Table 5. State forestry program expenditures/costs by region, 1998, 2002, 2004, 2012, 2014, 2016, 2018, 2020 (million 2020$).

 

North

South

Pacific coast

Rocky mountain

Total

1998

156

168

381

62

944

2002

173

238

495

114

1,020

2004

197

259

654

96

1,205

2012

332

457

347

209

2,279

2014

375

427

629

178

2,624

2016

434

517

555

211

2,972

2018

423

513

243

238

2,377

2020

468

531

497

217

2,846

Source: National Association of State Foresters 2022 (years 2012–2020). Years 1998–2004 from Skog et al. 2010.

Private sector capital investment

The total capital investment in the wood product industry was 3.5 billion dollars in 2020, 8.7 billion in the paper product industry, and 0.7 billion dollars in the wood furniture industry. Figure 1 shows the overall trends in the wood products, paper products and wood furniture industries. See Appendix B for specific North American Industry Classification System (NAICS) categories.

Total capital investment in the wood product industry has grown from $1.4 billion in 1997 to $3.5 billion in 2020 with some fluctuation over the years. During the global financial crisis, the total capital investments declined by 62% from $3 billion in 2007 to $1.1 billion in 2009. After 2009, the total capital investments increased until 2018. Between 2018 and 2020, the total capital investments have declined 11%, from $4 billion in 2018 to $3.5 billion in 2020. See Appendix C for more detailed data.

The capital investment in the paper product industry grew by 109% from $4.2 billion in 1997 to $8.7 billion in 2020. There has been an upward trend since 2009. During 2018-2020, capital investment in the paper product industry increased from $5.6 billion to $8.7 billion, peaking at $9.0 billion in 2019.

Additionally, the capital investment for wood furniture has consistently increased from $0.4 billion in 2012 to $10.6 billion in 2021.

Figure 1. Private sector capital investments in wood products (NAICS 321), paper products (NAICS 322) and wood furniture industries (NAICS 337211, 337212, 337110, 337112) (billion 2020$).  Refer to Appendix C for detail data. Source: Years 1997 – 2006 Skog et al (2010). United States Census Bureau 2023a-d.

Private sector annual expenditures

In 2020, the wood product industry spent $81 billion on payroll and materials, while the paper industry spent $120 billion (Figure 2). The wood product industry maintained relatively stable expenditure levels, with slight increases and decreases during 2018 and 2020. In contrast, the paper industry experienced a decline in expenses. Additionally, the combined payroll and material expenditure for various segments of the wood furniture industry amounted to $16.4 billion dollars in 2020 (Appendix D).

The annual expenditure in the private sector has increased steadily over time. Between 2012 and 2020, the total annual expenditure increased from $149 billion in 2012 to $221 billion in 2020, indicating a 48% increase (Figure 2, Appendix E). In the wood product industry the growth was 76% from $46 billion to $81 billion, in paper products 32% from $91 billion to $120 billion, and in wood furniture 59% from $12 billion to $20 billion between 2012 and 2020.

Figure 2. Private sector annual expenditures - payroll and materials expenditure in wood product (NAICS 321), paper product (NAICS 322), and wood furniture (NAICS 337211, 337212, 337110, 337112) industries (billion 2020$). Refer to Appendix E for detailed data. Source: Skog et al. (2010), United States Census Bureau 2023a-d.

Regional differences in wood and paper product industries' capital investment and annual expenditure

The Southern region claimed the largest share with $6.7 billion, representing 55% of the total capital investment (Appendix F). The Northern region followed with $4.1 billion (34%), the Pacific coast with $1.1 billion (9%), and the Rocky Mountain region with $0.3 billion (2.2%).

The Southern and Northern regions experienced growth in capital investment since 1997. In the Southern region, investment surged by 148% compared to the $2.7 billion invested in 1997 (Figure 3). Similarly, the Northern region witnessed 97% growth from its $2.0 billion investment in 1997. The Pacific coast and the Rocky Mountain regions also experienced considerable growth, with 82% ($0.6 billion in 1997) and 83% ($0.1 billion in 1997) increases, respectively.

Figure 3. Private Sector Capital investment in wood product (NAICS 321) and paper product industries (NAICS 322) by region (billion 2020$) 1997–2020. Refer to Appendix F for detailed data. Source: Skog et al. 2010, United States Census Bureau 2023a-d.

In 2020, the North accounted for $75 billion (39% of the total), South - $80 billion (40%), Pacific Coast - $26 billion (13%), and Rocky Mountain - $8 billion (4%) of the total private sector annual expenditure.

Between 2002 and 2020, the total annual expenditures grew by 110% (Appendix G). During this period, the South experienced the highest growth at 166%, followed by the Pacific Coast at 139%, the North at 85%, and the Rocky Mountains with a decrease of 40% (Figure 4). However, please note that these numbers may be influenced by a relatively large "not specified share," so they should be interpreted with caution.

Figure 4. Private Sector Annual Expenditure in wood product (NAICS 321) and paper product industries (NAICS 322) by region 1997–2020(billion 2020$). Refer to Appendix G for detailed data. Source: Skog et al. 2010, United States Census Bureau 2023a-d.

COVID-19 pandemic impacts on new capital investment 

The COVID-19 pandemic affected new capital investments in the wood and paper product industries during 2020. Both sectors experienced declines compared to the preceding year, i.e., 2019. Specifically, the wood product industry saw a 25% decrease, with the capital investment dropping from $5.2 billion in 2019 to $3.9 billion in 2020. Similarly, the paper product industry witnessed a 23% decrease, with capital investment falling from $11 billion in 2019 to $8.7 billion in 2020 (Figure 5, Appendix H).

In 2021, the wood product industry rebounded with increased new capital investments, amounting to $6.0 billion. This represented a 16% increase from the pre-pandemic investment levels in 2019. On the other hand, the paper product industry received $10.2 billion in 2021, which was 10% lower than the investment level in 2019. Between 2019–2020, the total annual expenditure in wood and paper manufacturing experienced a 7% decline (Figure 5).

Despite the challenges posed by the pandemic, the capital investment in the wood furniture sector continued to grow. During the period between 2019 and 2020, capital expenditure in the wood furniture industry grew by 11.3%, while payroll and materials expenditure increased by 0.8%. Between 2020 and 2021, there was a 13% increase in total capital investment in wood furniture, although detailed data on old and new capital investment and annual expenditure were not available (Figure 1).

Figure 5. Private Sector New Capital Investment for wood product and paper product industries (NAICS 321 and 322) 1997–2021 (million 2020$). Refer to Appendix H for detailed data. Source: United States Census Bureau 2023a-d.

Announced new capital investment in wood pellet and lumber industry in 2022

As energy is one of the emerging business areas within the country and internationally, we collected information on the announced new capital investment in wood pellet industry in 2022 based on the data acquired by Forisk Consulting (2022). To complement Forisk Consulting (2022) data on investment capacity, we gathered data pertaining to investment announcements from diverse sources, including media outlets and corporate webpages. Based on these data, we calculated a rough estimation of an average wood demand for every million-dollar investment.

According to data from Forisk Consulting (2022), for the third quarter of that year, there were seven pellet mill announcements within the U.S. (under NAICS 321), which would result in a demand for seven million tons of wood at capacity. We were able to obtain investment announcements for five of these projects, totaling $760 million dollars based on public data. Figure 6 illustrates the relationship between expected mill investments and wood demand at capacity. On average, a one million dollar investment in a pellet mill would require annually 8,922 tons of wood (at capacity). However, the impact on total wood demand will depend on other capacity investments and mill closures.

Additionally, as per Forisk Consulting (2022), eight lumber mills are set to be constructed, resulting in a demand of 7,886,000 MMBF[1] (18.3 billion m3) of wood at full capacity. Upon further investigation, we obtained investment announcements for seven of these projects, which were estimated to total $1.2 billion dollars (as depicted in Figure 7).

Figure 6. Announced pellet mill investment and wood demand at capacity (Q3/2022). Source Forisk Consulting 2022, public announcements.

Figure 7. Announced lumber mill investment and wood demand at capacity (Q3/2022). Source Forisk Consulting 2022, public announcements.

DISCUSSION AND CONCLUSIONS

The sustainable benefits of forests, encompassing both wood and non-wood products, recreation, and environmental services, are closely linked to the levels and trends in capital investment and annual operating expenses. These factors also impact the competitiveness of U.S. wood and non-wood product firms relative to foreign firms. Additionally, capital investment levels affect employment rates, wages, and community resilience. This report complements but does not cover capital investment in research, development, education, and extension activities, which are addressed separately as part of the Montreal Process indicator. Additionally, despite the efforts, we were unable to procure comprehensive data for forest-based recreation. Limitations on forest-based recreation data have been previously identified and discussed (e.g., Frey et al. 2021), and information regarding private investments in forest recreation infrastructure in the United States remain missing (Skog et al. 2010). Data were available for the National Forest System appropriations to Recreation, Heritage, and Wilderness by the USDA Forest Service. Data for National Park Service expenditures on facility operations and maintenance as well as Concessionaires in national parks have been gathered (NPS 2023). These recreation-related data can be made available upon request.

Based on our data and findings, it looks like private investment is outpacing public investment.  Both capital investment and annual expenditures in the private sector witnessed a more rapid increase between 2012 and 2020 compared to the public sector. This surge in private investment aligns with simultaneous increases in wood consumption and employment. For instance, during the same period, industrial roundwood consumption rose from 336 million m3 to 363 million m3, reaching a peak of 383 million m3 in 2018 (FAOSTAT 2023). The full-time equivalent workforce in wood and paper product manufacturing increased from 744 thousand to 771 thousand between 2012 and 2020, peaking at 811 thousand in 2019 (USBLS 2023).

There were differences in the types of investments made between the private and public sectors. Capital investment in the private sector outpaced annual expenditure growth, whereas the public sector exhibited the opposite trend. Despite the capital investment numbers lagging in the public sector, the annual expenditure growth in the public sector assimilated the private sector's investment trends. Comparing annual expenditure is particularly meaningful as public sector investments primarily focus on land management for multiple purposes, involving extensive knowledge-based operations and programs. In contrast, private sector investment data tends to emphasize production facilities, as the forest industry heavily relies on capital investments. The private and public sectors have distinct objectives, and unequal investment could jeopardize the long-term production of ecosystem services.

Although specific geographic numbers for federal forest programs were not extracted, trends in state-level programs suggest that similar development patterns exist across different regions. There have been significant increases in public sector programs both nationally and at the state level, with similar trends observed in different regions.

Regarding private sector investment, the North and South regions were approximately at the same level in 2006. However, by 2012, the South region had significantly increased its investments. The South region adopts a more plantation-oriented forest management model and has a high share of private forestry (Oswalt et al. 2019), making it an attractive area for investors. Nevertheless, this growth may exert pressure on forest ecosystem services. In contrast, the Pacific Coast and Rocky Mountain regions have remained relatively stable, with significantly lower private sector investment levels. The Pacific Coast region is particularly prone to wildfires, and increasing fire treatment may necessitate additional investment in production facilities and innovation capacities in the future.

The growing demand for forest and other biobased products is transforming the investment landscape, potentially accounting for the uptick in investments in the forest sector. In the United States, there has been a rapid surge in sustainable investing in recent decades (Hale 2021), and the trajectory of the forest sector hinges on its alignment and involvement in this form of investment. Within the ubiquitous sphere of sustainable investing, the Environmental, Social, and Governance (ESG) criteria stands out as one of the most contemporary approaches (Townsend 2020). ESG criteria are applied to minimize material risks associated with environmental, social, and governance issues. In the forest sector, substantial changes in tangible assets, such as production facilities, machinery upgrades, and greenfield investments, necessitate substantial capital investment in the multimillion-dollar range. Consequently, investors' perception of material risks within the sector may impact future capital availability.

Considerable uncertainty pervades the landscape of forest investment, encompassing variations in perceptions of risk versus opportunities and preferences for public versus private governance and investment (Begemann et al. 2023). Investments in the U.S. forest sector are influenced by both domestic and international markets and policies. However, a comprehensive examination of regional future strategic orientations and their intersections and divergences is uncommon in this context (Cubbage et al. 2022).

Forest sector befits for preparing for multitude future scenarios (Zhang et al. 2023, Duden et al. 2023, West et al. 2021), that are closely tied to the risk and reward profiles of investments. The unexpectedly high demand and disruptions in supply chains during the COVID-19 pandemic created an excessive demand for lumber, leading to a surge in prices in late 2020 and Early 2021 (Riddle 2021). As Bruck et al. (under review) have reported, although the COVID-19 pandemic posed challenges for landowners, loggers, and wood mill workers, the concurrent surge in lumber prices potentially improved the industry's investment capacity. This can be observed in new capital investment data (Figure 5). After a decline in 2020, the investment began to recover in 2021. Overall, private sector capital investments have trended upwards since 2012 (Figure 1), with particularly significant increases in the U.S. South (Figure 3).

The difference in public and private investment amount and growth rates may appear larger than they are. Public restoration and ecosystem management programs, such as Bipartisan Infrastructure Law (2021), have a substantial impact on forests, and these activities are carried out through various public organization, including the Bureau of Land Management, and Bureau of Fish and Wildlife, which fall out of scope of this report. For example, private forest landowners in the U.S. can receive direct payments for ecosystem services payments through markets, subsidies, and hybrid approaches, from both governmental and non-governmental sources (Frey et al. 2021). Nevertheless, we opted not to estimate the share of such forest-related investment of public organizations, as well as investment in environmental services due to inadequate precision under current capital investment and annual expenditure classification systems. Frey et al. (2021) provide estimates on the revenues from ecosystem service, which serves complementary information to ours. The increased orientation to restoration and conservation, coupled with the incorporation of the value of carbon (Mei 2023) and biodiversity (Panwar et al. 2021), may translate into renewed forest sector business models in the future that will continue to blur the traditional organizational and sectoral boundaries (Hurmekoski et al. 2018). Globally, increasing investor attention is being geared toward non-wood forest products and ecosystem services such as carbon payments, conservation easements, hunting licenses or other non-wood forest products (Chudy and Cubbage 2020), which may further shape the outlook of the forestry sector in the long-term.

In the section on announced new capital investment in wood pellet and lumber industry in 2022, we combined data from media outlets and company reports for investment amounts and wood use at capacity of announced investments in energy and lumber sector based on data by Forisk Consulting (2022). Consequently, the wood use at the capacity cannot be interpreted as an additional wood demand, and the broader evaluation of the industrial wood demand is beyond the scope of this study. These encompass an interplay of factors, encompassing structural realignments within the industry itself and the nuanced dynamics of market forces, including the introduction of novel product categories (Hurmekoski et al. 2018). While we are unable to break down the data geographically due to privacy agreements, prior research has emphasized the significant role of the U.S. South in the energy sector, as this region supplies a substantial quantity of pellets worldwide (Visser et al. 2022). Diverse perceptions regarding the sustainability of wood use especially for energy purposes persist, and potential regulatory changes related to wood sustainability classifications and carbon policies in importing regions may impact the outlook of the U.S. forest sector. However, given the multiple ongoing crises affecting the energy markets globally, major shifts are unlikely to occur soon, and bioenergy is likely to remain a sector with investment potential.

Similar to Skog et al. (2010), data are not available for certain entities responsible for forest protection and management, including family forest owners, local governments, NGOs, and some corporate landowners such as conservation organizations, Timber Investment Management Organizations (TIMOs), and Real Estate Investment Trusts (REITs). Moreover, information on businesses dealing with non-wood products or forest-related recreation remain unavailable. Additionally, accurate data on entities providing "environmental services from forests" are lacking, as we currently do not have sufficient information at the organizational level regarding capital investment and annual expenditure. Such data may be limited in scope, covering specific regions, and time periods. Similarly, there are not sufficient data on the non-wood forest product industry.

ACKNOWLEDGEMENTS

We thank prereviewers Drs. Julie Ballweg, Fred Cubbage, and Bin Mei for their comments and insights in the previous version of the article. Any errors or omissions are those of the authors.

This research was supported by the U.S. Department of Agriculture Forest Service, Inventory, Monitoring, and Assessment Research (IMAR) and Southern Research Station (SRS).

DISCLAIMERS

The findings and conclusions in this publication are those of the authors and should not be construed to represent any official USDA or U.S. Government determination or policy.

CONFLICT OF INTERESTS

The authors declare no conflict of interest.

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Hale J. 2021. Sustainable funds U.S. landscape report: more funds, more flows, and impressive returns in 2020. Morningstar.

Hurmekoski E, Jonsson R, Korhonen J, Jänis J, Mäkinen M, Leskinen P, Hetemäki L. 2018. Diversification of the forest industries: role of new wood-based products. Canadian Journal of Forest Research, 48(12), 1417-1432.

McGinley KA, Guldin RW, Cubbage FW. 2019. Forest sector research and development capacity. Journal of Forestry, 117(5), 443-461.

Mei B. 2023. Carbon offset as another driver of timberland investment returns in the United States. Journal of Forest Business Research, 2(1), 1–19. 

Montréal Process Liaison Office. 2015. The Montréal Process criteria and indicators for the conservation and sustainable management of temperate and boreal forests. Fifth Edition. 2015. Available online: https://www.montrealprocess.org/documents/publications/techreports/MontrealProcessSeptember2015.pdf [last accessed 02/2023].

National Park Service (NPS). 2023. Budget justifications 2002 – 2023. Available at Budget (U.S. National Park Service) (nps.gov). [Last accessed 02/2023].

National Association of State Foresters. 2022. State forests in numbers. Data acquired through personal communication.

Oswalt SN, Smith WB, Miles PD, Pugh SA. 2019. Forest resources of the United States, 2017. General Technical Report-US Department of Agriculture, Forest Service. Forest Service.

Panwar R, Ober H, Pinkse J. 2023. The uncomfortable relationship between business and biodiversity: Advancing research on business strategies for biodiversity protection. Business Strategy and the Environment, 32(5), 2554-2566.

Riddle A. 2021. COVID-19 and the U.S. timber industry. Congressional Research Service Report R46636. Congressional Research Service. 25 p. Accessed September 25, 2023. https://crsreports.congress.gov/product/pdf/R/R46636.

Skog K, Bergstrom J, Hill E, Cordell K. 2010. Criterion 6, Indicator 34: value of capital investment and annual expenditure in forest management, wood and non-wood product industries, forest-based environmental services, recreation, and tourism. Research Note-Forest Products Laboratory, USDA Forest Service, (FPL-RN-0320).

Townsend B. 2020. From SRI to ESG: The origins of socially responsible and sustainable investing. The Journal of Impact and ESG Investing, 1(1), 10-25.

USDA Forest Service. 2006-2021. Fiscal year 2006-2022: President’s budget, budget justification. Washington, DC: U.S. Department of Agriculture, Forest Service. Different years available at Budget & Performance | US Forest Service (usda.gov) http://www.fs.fed.us/publications/ [last accessed 02/2023].

United States Census Bureau. 2023a. Annual capital expenditure survey (ACES) (1996-2021). ACES Tables available at: ACES Tables (census.gov) [Last accessed 02/2023]

United States Census Bureau. 2023b. Annual survey of manufactures: summary statistics for industry groups and industries in the U.S.: 2018 – 2020. Database available at https://data.census.gov/all. [last accessed 02/2023].

United States Census Bureau. 2023c. Annual survey of manufactures: annual survey of manufactures: geographic area statistics: statistics for all manufacturing by state 2013-2016. Database available at  https://data.census.gov/all. [last accessed 02/2023].

United States Census Bureau. 2023d. Economic Census statistics 2012 and 2017. Database available at  https://data.census.gov/all. [last accessed 02/2023].

United State Bureau of Labor Statistics (USBLS). 2023.  Data finder: https://beta.bls.gov/dataQuery/find?st=0&r=20&more=0 [Last accessed 09/2023].

Visser L, Latta G, Pokharel R, Hoefnagels R, Junginger M. 2022. Exploring the limits to sustainable pellet production for international markets: The impact of increasing pellet production in the US Southeast on feedstock use, production cost and carbon sequestration in forest areas. GCB Bioenergy, 14(8), 896-917.

West TA, Salekin S, Melia N, Wakelin SJ, Yao RT, Meason D. 2021. Diversification of forestry portfolios for climate change and market risk mitigation. Journal of Environmental Management, 289, 112482.

World Bank. 2023. Gross Domestic Product deflator. https://data.worldbank.org/indicator/NY.GDP.DEFL.ZS [last accessed 11/2022].

Zhang N, Mei B, Li Y. 2023. A review of the financial performance of lumber futures and some prospects. Forest Policy and Economics, 157, 103095.

APPENDIX A. STATE FORESTRY ANNUAL EXPENDITURES 1998, 2002, 2004, 2012, 2014, 2016, 2018, 2020 (MILLION 2020$).

 

1998

2002

2004

2012

2014

2016

2018

2020

Alabama

11

17

14

13

17

7

7

8

Alaska

 

7

19

31

55

85

49

25

Arizona

1

2

 

6

6

12

11

 

Arkansas

6

11

 

13

16

22

18

23

California

194

336

477

638

712

1,025

962

1,167

Colorado

9

14

19

28

10

14

12

16

Connecticut

1

1

2

2

2

3

3

3

Delaware

1

1

1

1

2

2

2

2

District of Columbia

1

3

4

0

0

0

13

13

Florida

24

47

51

64

75

102

105

111

Georgia

18

25

20

33

37

55

60

55

Hawaii

1

9

 

7

9

13

5

23

Idaho

9

41

13

22

46

52

55

59

Illinois

3

4

 

3

4

4

6

8

Indiana

4

4

9

10

12

10

9

11

Iowa

1

2

3

0

5

5

4

5

Kansas

1

1

1

1

2

2

3

4

Kentucky

5

8

11

12

13

16

15

20

Louisiana

6

10

13

10

10

15

13

3

Maine

5

11

 

10

11

17

11

13

Maryland

3

6

5

6

9

11

10

12

Massachusetts

2

2

2

10

12

11

10

12

Michigan

20

22

22

36

30

43

39

50

Minnesota

19

28

29

39

51

68

69

79

Mississippi

13

21

17

18

24

36

33

26

Missouri

6

3

2

7

12

12

16

20

Montana

5

10

8

25

27

39

77

42

Nebraska

2

2

3

2

5

5

4

6

Nevada

2

 

4

13

20

23

28

26

New Hampshire

 

5

18

4

5

6

5

7

New Jersey

3

 

 

10

10

13

9

13

New Mexico

2

18

20

14

11

16

12

22

New York

8

9

12

14

18

22

20

26

North Carolina

22

26

37

34

46

57

47

60

North Dakota

1

2

3

4

5

6

5

6

Ohio

5

7

 

9

10

16

10

16

Oklahoma

5

9

8

10

14

15

11

16

Oregon

84

66

73

143

275

262

146

207

Pennsylvania

18

 

 

47

62

87

89

84

Rhode Island

1

2

2

1

1

2

1

2

South Carolina

10

13

12

13

23

28

22

35

South Dakota

1

1

3

5

4

3

1

2

Tennessee

8

14

15

15

21

25

20

29

Texas

5

4

25

102

51

79

93

111

Utah

16

8

9

21

23

25

26

37

Vermont

2

3

3

3

5

6

6

12

Virginia

10

12

15

17

22

29

23

35

Washington

35

37

57

157

288

214

59

291

West Virginia

2

4

 

2

5

3

2

3

Wisconsin

12

16

25

32

47

49

36

58

Wyoming

5

2

8

35

10

15

12

16

Source: Years 1998, 2002, 2004 from Skog et al. (2010) (Skog et al. (2010) values were divided by 1000 due an apparent mistake in reporting). Years 2012, 2014, 2016, 2018, 2020 are obtained from Association of State Foresters 2023. Empty cells indicate a lack of data for a particular category or time period.

APPENDIX B: NAICS CODES UNDER 321 – WOOD PRODUCT MANUFACTURING AND 322 – PAPER MANUFACTURING

Codes

Titles

US Business Entities

321

Wood Product Manufacturing

31,379

3211

Sawmills and Wood Preservation

3,102

321113

Sawmills

2,472

321114

Wood Preservation

630

3212

Veneer, Plywood, and Engineered Wood Product Manufacturing

1,629

321211

Hardwood Veneer and Plywood Manufacturing

298

321212

Softwood Veneer and Plywood Manufacturing

82

321213

Engineered Wood Member (except Truss) Manufacturing

62

321214

Truss Manufacturing

871

321219

Reconstituted Wood Product Manufacturing

316

3219

Other Wood Product Manufacturing

26,648

321911

Wood Window and Door Manufacturing

1,243

321912

Cut Stock, Resawing Lumber, and Planning

1,242

321918

Other Millwork (including Flooring)

14,547

321920

Wood Container and Pallet Manufacturing

3,439

321991

Manufactured Home (Mobile Home) Manufacturing

515

321992

Prefabricated Wood Building Manufacturing

1,116

321999

All Other Miscellaneous Wood Product Manufacturing

4,546

 

 

322

Paper Manufacturing

9,149

3221

Pulp, Paper, and Paperboard Mills

3,069

322110

Pulp Mills

352

322121

Paper (except Newsprint) Mills

2,019

322122

Newsprint Mills

31

322130

Paperboard Mills

667

3222

Converted Paper Product Manufacturing

6,080

322211

Corrugated and Solid Fiber Box Manufacturing

1,829

322212

Folding Paperboard Box Manufacturing

154

322219

Other Paperboard Container Manufacturing

652

322220

Paper Bag and Coated and Treated Paper Manufacturing

1,463

322230

Stationery Product Manufacturing

429

322291

Sanitary Paper Product Manufacturing

423

322299

All Other Converted Paper Product Manufacturing

1,130

Source: NAICS Association webpage, 2023

APPENDIX C— CAPITAL INVESTMENT IN PRIVATE SECTOR

Wood product industry (NAICS 321) by region 1997–2020 (million 2020$).

 

 

North

South

Pacific Coast

Rocky Mountain

Not specified

Total

 

1997

392

670

271

61

1

1,395

 

1998

         

1,422

 

1999

         

1,655

 

2000

         

1,709

 

2001

         

1,516

 

2002

526

302

173

369

 

1,363

 

2003

434

525

207

61

3

1,230

 

2004

554

712

267

94

6

1,633

 

2005

622

832

326

105

9

1,893

 

2006

707

978

464

159

7

2,314

 

2007

         

2,964

 

2008

         

1,788

 

2009

         

1,114

 

2010

         

1,699

 

2011

         

1,630

 

2012

568

808

228

89

-60

1,633

 

2013

724

996

380

116

309

2,526

 

2014

725

1,232

449

182

441

3,029

 

2015

657

1,341

467

125

489

3,080

 

2016

877

1,392

470

378

148

3,266

 

2017

917

1,614

488

69

237

3,325

 

2018

1,240

1,913

557

123

143

3,975

 

2019

1,299

1,675

438

141

97

3,651

 

2020

1,204

1,581

543

132

72

3,532

 

 

Paper product industry (NAICS 322) by region 1997–2020 (million 2020$).

 

 

North

South

Pacific coast

Rocky mountain

Not specified

Total

 

1997

1,702

2,042

338

89

7

4,179

 

1998

         

4,342

 

1999

         

3,769

 

2000

         

4,491

 

2001

         

3,799

 

2002

1,609

1,422

432

83

27

3,573

 

2003

1,256

1,665

386

42

83

3,432

 

2004

1,337

1,292

344

68

71

3,113

 

2005

1,636

1,337

303

144

26

3,446

 

Table continues

 

2006

1,861

2,052

628

288

39

4,867

 

2007

         

4,170

 

2008

         

4,222

 

2009

         

3,214

 

2010

         

3,649

 

2011

         

4,082

 

2012

1,982

3,596

491

132

24

6,225

 

2013

1,960

2,858

460

95

426

5,799

 

2014

2,433

4,119

605

128

382

7,667

 

2015

2,786

3,379

547

128

598

7,439

 

2016

2,382

3,571

562

153

534

7,201

 

2017

2,584

3,225

375

 

697

6,881

 

2018

2,351

2,529

459

167

138

5,644

 

2019

2,969

4,155

611

225

1,009

8,969

 

2020

2,822

5,146

568

141

56

8,733

 

 

Wood furniture 2012–2021 (million 2020$).

 

Wood office furniture manufacturing (NAICS 337211)

Custom architectural woodwork and millwork manufacturing (337212)

Wood kitchen cabinet and countertop manufacturing (NAICS 337110)

Nonupholstered wood household furniture manufacturing (NAICS 337122)

Total

(NAICS 337211, 337212, 337110, 337122)

2012

40

105

160

66

371

2013

46

118

179

48

391

2014

41

117

201

77

436

2015

59

117

233

116

525

2016

58

259

217

77

611

2017

43

210

384

77

714

2018

45

247

428

76

796

2019

55

254

527

89

925

2020

86

315

557

105

1,063

2021

98

312

627

119

1,156

                                       

Source: Years 1997 – 2006 Skog et al (2010). United States Census Bureau Annual Survey of Manufactures: Summary Statistics for Industry Groups and Industries (2013–2016, 2018–2020), Years 2012 and 2017 from Economic Census statistics. Annual Survey of Manufactures: annual Survey of Manufactures: Geographic Area Statistics: Statistics for All Manufacturing by State 2013-2016.  Empty cells indicate a lack of data for a particular category or time period.

APPENDIX D— PRIVATE SECTOR ANNUAL EXPENDITURE: PAYROLL AND MATERIALS EXPENDITURE

Wood product industry (NAICS 321) by region 2002–2020 (million 2020$).

 

North

South

Pacific Coast

Rocky Mountains

Not specified

Total

2002

15,436

8,388

4,551

11,380

-235

39,520

2003

13,052

15,841

7,664

2,354

185

39,095

2004

13,560

16,530

8,556

2,748

189

41,582

2005

14,364

18,136

8,905

3,196

197

44,798

2006

13,869

17,810

8,617

3,249

177

43,722

2007

 

 

 

 

 

 

2008

 

 

 

 

 

 

2009

 

 

 

 

 

 

2010

 

 

 

 

 

 

2011

 

 

 

 

 

 

2012

15,927

19,112

8,241

2,232

443

45,955

2013

15,802

21,046

9,731

3,678

2,602

52,860

2014

16,908

23,383

10,744

3,740

3,507

58,282

2015

18,523

25,539

11,071

4,361

3,245

62,740

2016

19,937

27,154

11,437

4,602

3,192

66,322

2017

24,366

30,801

12,929

3,722

438

72,256

2018

28,423

32,111

15,018

4,322

682

80,556

2019

28,303

31,973

14,469

4,245

1,044

80,035

2020

28,029

33,297

14,367

4,472

902

81,067

Paper product industry (NAICS 322) by region 2002–2020 (million 2020$).

 

North

South

Pacific Coast

Rocky Mountains

Not specified

Total

2002

26,627

21,520

6,364

1,861

-260

56,111

2003

26,465

22,107

6,188

1,583

482

56,825

2004

27,797

24,241

6,573

1,672

535

60,818

2005

30,653

23,732

7,541

4,128

946

66,999

2006

32,213

25,250

8,033

4,295

1,167

70,958

2007

 

 

 

 

 

 

2008

 

 

 

 

 

 

2009

 

 

 

 

 

 

2010

 

 

 

 

 

 

2011

 

 

 

 

 

 

2012

42,930

36,528

9,324

2,177

-19

90,940

2013

41,534

37,047

9,858

3,263

5,632

97,335

2014

43,193

39,804

10,407

3,582

5,661

102,647

2015

44,899

39,713

10,804

3,666

5,739

104,822

2016

45,003

40,178

11,095

3,629

5,655

105,559

2017

51,155

46,826

11,770

4,229

950

114,931

2018

57,440

47,849

12,749

3,315

2,709

124,062

2019

51,165

49,512

12,708

3,719

12,165

129,270

2020

47,649

46,302

11,754

3,507

10,915

120,127

                         

Table continues

 

Wood office furniture manufacturing (NAICS 337211)

Custom architectural woodwork and millwork manufacturing (337212)

Wood kitchen cabinet and countertop manufacturing (NAICS 337110)

Nonupholstered wood household furniture manufacturing (337122)

Total

2012

1,181

3,248

5,519

2,338

12,286

2013

1,226

3,576

6,578

2,430

13,810

2014

1,239

3,835

7,155

2,449

14,678

2015

1,376

4,245

8,086

2,546

16,253

2016

1,375

4,443

8,388

2,532

16,738

2017

1,350

5,222

8,795

2,497

17,864

2018

1,577

5,945

9,588

2,560

19,670

2019

1,677

6,126

9,695

2,470

19,968

2020

2,058

5,601

9,776

2,121

19,556

2021

2,036

6,482

11,865

2,526

22,909

Source: Years 2002–2006 Skog et al. (2010), United States Census Bureau. Annual Survey of Manufactures: Summary Statistics for Industry Groups and Industries in the U.S.: 2018 – 2020, Annual Survey of Manufactures: annual Survey of Manufactures: Geographic Area Statistics: Statistics for All Manufacturing by State 2013–2016. 2012 and 2017 from Economic Census statistics. Empty cells indicate a lack of data for a particular category or time period.

APPENDIX E. PRIVATE SECTOR TOTAL ANNUAL EXPENITURE: PAYROLL AND MATERIALS EXPENDITURE IN WOOD PRODUCT (NAICS 321), PAPER PRODUCT (NAICS 322), AND WOOD FURNITURE (NAICS 337211, 337110, 337122) INDUSTRIES (MILLION 2020$).

 Year

Wood products (NAICS 321)

Paper products (NAICS 322)

Wood furniture (NAICS 337211, 337110, 337122)

Total

2002

39,520

56,111

 

95,631

2003

39,095

56,825

 

95,920

2004

41,582

60,818

 

102,400

2005

44,798

66,999

 

111,797

2006

43,722

70,958

 

114,680

….

 

 

   

2012

45,955

90,940

12,285

149,180

2013

52,860

97,335

13,809

164,004

2014

58,282

102,647

14,677

175,606

2015

62,740

104,822

16,253

183,815

2016

66,322

105,559

16,738

188,618

2017

72,256

114,931

17,864

205,051

2018

80,556

124,062

19,670

224,289

2019

80,035

129,270

19,967

229,272

2020

81,067

120,127

19,556

220,749

APPENDIX F— PRIVATE SECTOR TOTAL CAPITAL INVESTMENT: WOOD PRODUCT (NAICS 321) AND PAPER PRODUCT INDUSTRIES (NAICS 322) BY REGION 1997–2020 (MILLION 2020$).

Year

North

South

Pacific Coast

Rocky Mountain

Not specified

Total

NAICS 321 and 322

1997

2,094

2,713

609

149

8

5,574

1998

 

 

 

 

 

5,765

1999

 

 

 

 

 

5,424

2000

 

 

 

 

 

6,200

2001

 

 

 

 

 

5,315

2002

2,135

1,725

604

452

27

4,935

2003

1,690

2,190

593

103

86

4,663

2004

1,892

2,003

611

162

77

4,746

2005

2,258

2,169

629

249

35

5,339

2006

2,568

3,030

1,091

446

46

7,180

2007

 

 

 

 

 

7,135

2008

 

 

 

 

 

6,010

2009

 

 

 

 

 

4,328

2010

 

 

 

 

 

5,348

2011

 

 

 

 

 

5,712

2012

2,550

4,404

719

221

-36

7,858

2013

2,684

3,854

840

211

735

8,325

2014

3,158

5,352

1,054

310

823

10,697

2015

3,443

4,721

1,014

254

1,088

10,518

2016

3,259

4,963

1,032

532

681

10,467

2017

3,501

4,839

863

 

934

10,206

2018

3,820

4,442

1,015

293

78

9,619

2019

4,382

5,830

1,049

363

960

12,619

2020

4,134

6,727

1,111

273

20

12,266

Source: Skog et al. 2010, United States Census Bureau. Annual Survey of Manufactures: Summary Statistics for Industry Groups and Industries in the U.S.: 2018 – 2020, Annual Survey of Manufactures: annual Survey of Manufactures: Geographic Area Statistics: Statistics for All Manufacturing by State 2013–2016. 2012 and 2017 from Economic Census statistics. Empty cells indicate a lack of data for a particular category or time period.

 

 

APPENDIX G—PRIVATE SECTOR TOTAL ANNUAL EXPENDITURE: PAYROLL AND MATERIALS EXPENDITURE IN WOOD PRODUCT (NAISCS 321) AND PAPER PRODUCT INDUSTRIES (NAICS 322) BY REGION 2020–2021 (MILLION 2020$) IN TOTAL.

Year

North

South

Pacific Coast

Rocky Mountain

Not specified

Total

2002

42,063

29,907

10,915

13,241

-495

95,631

2003

39,517

37,949

13,851

3,937

667

95,920

2004

41,358

40,770

15,128

4,419

724

102,400

2005

45,017

41,868

16,446

7,324

1,143

111,797

2006

46,082

43,060

16,649

7,544

1,344

114,680

2007

           

2008

           

2009

           

2010

           

2011

           

2012

58,857

55,640

17,565

4,409

424

136,895

2013

57,336

58,093

19,589

6,942

8,234

150,195

2014

60,101

63,187

21,150

7,322

9,168

160,929

2015

63,423

65,252

21,876

8,027

8,984

167,562

2016

64,939

67,332

22,532

8,230

8,847

171,881

2017

75,521

77,627

24,699

7,951

1,388

187,187

2018

85,864

79,960

27,767

7,637

3,391

204,618

2019

79,468

81,485

27,178

7,964

13,210

209,305

2020

75,677

79,599

26,122

7,979

11,816

201,194

Source: Years 2002–2006 Skog et al. 2010, United States Census Bureau. Annual Survey of Manufactures: Summary Statistics for Industry Groups and Industries in the U.S.: 2018–2020, Annual Survey of Manufactures: annual Survey of Manufactures: Geographic Area Statistics: Statistics for All Manufacturing by State 2013–2016. 2012 and 2017 from Economic Census statistics. Empty cells indicate a lack of data for a particular category or time period.

APPENDIX H—NEW CAPITAL INVESTMENT FOR WOOD PRODUCT AND PAPER PRODUCT INDUSTRIES (NAICS 321 and 322) 1997–2021 (MILLION $2020).

 

Wood products NAICS 321

Paper products NAICS 322

1997

1,395

4,179

1998

1,422

4,342

1999

1,655

3,769

2000

1,709

4,491

2001

1,516

3,799

2002

1,363

3,573

2003

1,230

3,432

2004

1,633

3,113

2005

1,893

3,446

2006

2,314

4,867

2007

2,707

4,072

2008

4,222

1,788

2009

996

3,032

2010

1,523

3,095

2011

1,515

3,953

2012

1,914

5,007

2013

2,700

4,814

2014

3,020

5,037

2015

3,943

5,992

2016

3,899

6,696

2017

4,125

7,426

2018

4,739

10,333

2019

5,178

11,392

2020

3,861

8,770

2021

5,988

10,216

Source: United States Census Bureau. Annual Capital Expenditure Survey (ACES) (1996–2021). See Skog et al. 2010 for past data.

[1] MMBF stands for millions of board feet of timber.