Some Timberland Transactions and Other Stuff

I've had several requests for an update on issues surrounding timberland investments and transactions to date for 2011 so I am posting a chart of the transactions of which I am aware. I will also make a comment or two on conservation easements and on who is

More Thoughts on Foreign Investments in Timberland

My last post generated a couple of comments that referenced FIRPTA (Foreign Investment in Real Property Tax Act) and the likely impact that the law would “keep Asian demand in U.S. timberland muted”. The law has been around since 1981 so I thought that I would take a look at what the impact of foreign investment on timberland has been to date.

At last weeks Timberland Investment Conference, Stephen Schrock with Manning, Morris & Martin, discussed the Agricultural Foreign Investment Disclosure Act which requires “Foreign investors who buy, sell or hold a direct or indirect interest in U.S. agricultural land must report their holdings and transactions…” Agricultural land includes timberland as well. Penalties for not reporting can be very severe (25% of the fair market value of the land). The USDA Farm Service Agency compiles the data and produces an annual report summarizing the data.

Two comments from the summary of the current report:

• “Forestland accounted for 59% of all foreign held agricultural acreage…”
• “Foreign holdings of U.S. Agricultural land were relatively steady from 1999 through 2006; between 2006 and 2007, there was a significant 3.6 million acre increase and between 2007 and 2008, there was an increase of 1.4 million acres. Between 2008 and 2009, there was an increase of 1.3 million acres.”

The total numbers can somewhat mask what has happened with timberland alone but the graph below tells the story pretty clearly.

Trends in Foreign Holdings of Agricultural Land by Type of Use For the Period 1999-2009

I have to interpret the graph as saying that FIRPTA may have an impact but that it certainly does not prevent foreign investment in U.S. timberland. You can read the entire report here.

So that’s the past. What does the future hold?

From my own personal experience, I can assure you that there remains a strong foreign interest in U.S. timberland by both European pension funds and Asian investors. I suspect that the acquisition of pulp and paper mills by the Chinese will continue and I suspect a few sawmills will get thrown into the mix too. And I can’t imagine that the option of vertical integration of pulping operations is not on the table and that timberland ownership will not be the result. Is that good or bad for us? Ask the employees of the pulp and paper mills in Woodland, Maine, Halsey, Oregon and Potsdam, New York. The Asians supply the capital and the markets and we get the jobs. It might not set well at first blush but that’s a reversal of the way things have been and that’s not such a bad thing.

And remember, as we have seen domestically during the past year, all investors are not institutional or industrial! There are some very large investments coming from the high net worth individuals and families that have changed the market. We MAY be on the edge of another significant change in the ownership of U.S. timberland and whatever implications that may bring. --Brian

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Will the Chinese Start Buying Timberland?

In a conversation surrounding timberland investments with Steve Wilent, editor of The Forestry Source, a couple of days ago, the subject of foreign investment in timberland came up. It's pretty well known that there are significant investments being made by the European pension funds. But what about the Chinese that are going all over the world tying up commodities. The Chinese have put a very high priority on vertical integration to assure they have the raw materials necessary to supply their industries.

It is estimated that the gap between China's domestic wood supply and total demand will reach 150 million cubic meters (roundwood equivalent) by 2015. For perspective, that is more than the entire Canadian harvest. Where will the wood come from? They have greatly expanded their domestic paper mill production but where will the pulp come from? We ship them a lot of waste paper but that is not going to do the job.

So..., will they move production to the U.S. and vertically integrate their operations (paper mill to pulp mill to timberland)? If so, when does it start? Just in case you were not watching, it already has begun! Following are extracts from three news releases. --Brian

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From the Bangor Daily News, Dec. 21, 2010: 

New Woodland mill owners investing in facility’s future

WOODLAND, Maine — The new owners of Woodland Pulp LLC, formerly Domtar, are investing in new energy efficiencies at their pulp mill using state and federal funds, Gov. John Baldacci said Tuesday.

Baldacci stopped in to visit the mill Tuesday morning, and offered whatever assistance the state could provide to assist the new owners, IGIC of China and Taiwan, to ensure the mill’s security and expand.

The facility’s director, Bert Martin, said the company’s future was finally secured with the change in ownership. “Christmas actually came here on October 1,” he said, referring to the date the mill was sold.

“We now have an owner that wants this mill,” he said. “This lets our people know they will have a job next week, next month and next year. I think the mill today is in a very good position.”

Martin said 300 people now work at the mill and that up to 10 more people will be hired at the start of the new year.

“This mill was in jeopardy of closing,” Baldacci said after a private meeting with company officials. “Domtar had made it very clear the mill was not part of their core mission and had been actively pursuing other investors and new owners.”

Baldacci called the mill “the lifeblood of Washington County” and said that each mill job represents another three or four jobs in the region, such as clerks, waiters and bank employees. “The ripple effect is huge,” he said, noting the mill has an annual payroll of $20 million to $25 million.

Martin said that the mill is using 1.5 million tons of fiber annually, pulled from every region of Maine and New Brunswick. “We generate jobs all over the state,” he said.

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From OregonLive.com, Feb 4, 2010

Hong Kong corporation buys Oregon pulp mill

 A Chinese company hoping to expand into the North American forest products business has purchased Cascade Pacific Pulp, LLC, a pulp mill at Halsey in the lower Willamette Valley. 
 
The sale to Hong Kong-based International Grand Investment Corporation could be a first in Oregon, which has not seen many foreign owners in the wood products industry. 
 
The Halsey mill had been owned by one of Oregon's most storied forest products companies, Pope & Talbot, which went bankrupt in May 2008 after 160 years. 
 
"I'm not aware of any other mill with owners in China," said Ray Wilkeson, president of the Oregon Forest Industries Council, an industry trade group. "It would not be surprising to see more of that in the future." 
 
The purchase of the mill, for an undisclosed price, is also a first for the Hong Kong company. It mainly has acted as a trading company, buying pulp from all over the world to sell to customers in China, Wayne Henneck, president of Cascade Pacific Pulp, said Wednesday. 
 
It could signal a new shift in the industry as China's growing demand for paper products fills a void left by a shrinking market in the United States. Sales to Asia now make up about one-half to two-thirds of the Halsey mill's business, Henneck said. 
 
"The (Hong Kong) company is integrating vertically," said Henneck, who will remain president. "The Asian markets have been very hot. This is the first mill they'll own in North America. It may not be the last." 
 
International Grand Investment Corporation was just incorporated in Delaware in December 2009. 
 
In the past two years, the Halsey mill has gone through a roller coaster of ownership changes, creating uncertainty for its 170 workers in an area with some of the state's high unemployment. In Linn County, the jobless rate was 13.5 percent as of December 2009. 
 
But Henneck says he sees the sale as providing some stability for the mill, which is seeing an uptick after spells of downtime during the recession. The mill produces over 180,000 tons of bleached and unbleached pulp per year for use in various paper products and building materials. 
 
The mill's previous owners, a Minnesota private equity firm called Wayzata Investment Partners, won the mill for $31.2 million in an auction in June 2008. But it refused to recognize the union for months, creating workplace tensions. 
 
"The private equity firm always intended to buy distressed companies, get them on their feet and sell them," Henneck said. "They were not interested in pulp and paper. These are strategic owners who are interested in what we do." 
 
Union leaders said no workers will be affected by the ownership change because of a protective clause in their contract. Rumors had been flying for months that a new owner was on the way. 
 
"Everyone's feeling good," said Ernie Lamoureux, a staff representative for the United Steelworkers. "The pulp market is still pretty good. They're selling a lot of it to China." 
 
Wilkeson said that China's continuing growth will likely shape the forest products industry in Oregon and the United States for years to come. 
 
"There's no question they're going to be a big dog," Wilkeson said. "It's a competitive world, but there's another side to the coin. There's also a lot of demand."

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From northcountrynow.com

Potsdam paper mill exporting products, technology

Tuesday, August 3, 2010 - 12:01 pm

By CRAIG FREILICH

UNIONVILLE – Potsdam’s century-old paper mill is working to develop new technology that its owner may use in paper plants in China.

Meanwhile, Potsdam Specialty Paper General Manager Ron Charette says the plant worked through a drop in sales that swept the whole industry, and is now back to pre-2008 production levels running three shifts with four crews.

Seafront Specialty Paper, which bought the mill from MeadWestvaco two years ago and dubbed it Potsdam Specialty Paper Inc., is a holding company based in the British Virgin Islands. Seafront has offices in Hong Kong, New York and Toronto, and is chaired by Kenny Chang, also a major stockholder. The Potsdam mill is on Sissonville Road along the Raquette River.

One of Seafront’s major aims is to develop products and procedures that would be put into use in paper mills it plans to acquire in China.

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Seeing the Forest for Its Hedges

Under the category of shameless self promotion, here is a link to an article in last Sunday's New York Times written by Tim Gray and entitled "Seeing the Forest for Its Hedges".  It discusses different options for investing in timberland (TIMOs, REITs, ETFs and direct investment of smaller tracts). --Brian

A BRIEF TIMO BACKGROUNDER

In discussions with newcomers considering investments in timberland or the publicly traded timber REITs, I frequently find that there is substantial misunderstandings about what a TIMO is and what the TIMO role is in the investment community. This backgrounder is intended to answer those questions. For a much deeper understanding of TIMOs, here is a link to an outstanding and in depth report prepared by Cliff Hickman with the U.S. Forest Service. It was prepared in early 2007 so some of the numbers are out of date but, other than that, it is the best researched report on TIMOs and REITs that I have seen.

What is a TIMO?

A Timberland Investment Management Organization. Note that the first word is timberland, not timber as it is so often written. There is a big difference. Timber refers to trees, timberland is land with trees on it! Many news articles in well-known financial news publications (WSJ, Barron's) have confused the two in recent years, which has led to significant confusion surrounding pricing and values of timberland. The second key point is that TIMOs do not own land; they buy land, manage it and sell it for their clients. They have teams experienced in both forest management and portfolio management. For this advice and service, they charge a fee.

Some history…

During the 1980’s, institutional investors began recognizing the value of adding timberland to their portfolios. By the early to mid 1990’s, there was a call by many analysts in the investment community for the pulp and paper companies to monetize their timberlands to reduce debt. More favorable federal income tax rates and accounting policies applied to the TIMO’s clients than the pulp and paper companies, which made the timberland more valuable for the former compared to the latter. Growth of the TIMOs was rapid as investors sought to acquire timberland and the pulp and paper companies sought to dispose of it. The companies that did not sell their land generally converted to the REIT form of corporate structure to provide higher after-tax returns for their shareholders.

Who are the TIMO’s clients?

They are large institutional investors with a focus on financial objectives, many of which are tax exempt. Specifically:

• Pension funds
• Public retirement systems (CalPERS, the California public employee retirement system, was one of the first and largest timberland investors). European pension funds invest in U.S. timberland also and U.S. funds own timberland in other countries.
• Corporate pension funds
• University endowments (Harvard and Yale were among the first institutional timberland investors)
• High net worth individuals and families
• Hedge funds
• Foundations

Note that the clients are all large investors.  The largest clients generally acquire land in separate accounts while some of the smaller clients participate in accounts with commingled funds. TIMOs are not structured to accommodate most individual investors (there are other good options for individuals though).

How do TIMOs differ from the so-called Timber REITs?

TREITs, or Timber Real Estate Investment Trusts, own the timberland, TIMOs do not. The publicly traded TREITs are Plum Creek (PCL), Potlatch (PCH), Rayonier (RYN) and soon to be Weyerhaeuser (WY). The tax structure for REITs allows the profits to be passed through to the shareholders avoiding the double taxation associated with the C corporations. That tax efficiency is why Weyerhaeuser is converting to a REIT.

How much timberland do the TIMOs manage?

The TIMOs manage approximately 25 million acres worth more than $30 billion. The three REITs (not counting Weyerhaeuser) own about 11 million acres worth about $15 billion. Including Weyerhaeuser, the REITs own about 17 million acres worth about $28 billion.

Who are some of the TIMOs?

Below is a list, in alphabetical order, of some of the largest TIMOs. All of them have web sites that you can google to get additional information about them.

• Conservation Forestry
• Forest Capital Partners
• Forest Investment Associates
• Forest Systems
• Global Forest Partners
• GMO Renewable Resources
• Hancock Timber Resources Group
• Lyme Timber Company
• Molpus Woodlands Group
• ORM/Pope Resources
• Resource Management Services
• RMK Timberland Group
• The Campbell Group
• The Forestland Group
• Timberland Investment Resources
• TimberVest
• Wagner Forest Management

Are there differences between TIMOs?

Yes. They have different investment philosophies that appeal to investors with differing objectives. For example, The Forestland Group invests primarily in natural forests, particularly hardwood. The Hancock Timber Resources Group puts an emphasis on forest technology to improve timber yields and financial returns. Some TIMOs focus on acquiring “conservation land” or land that can have “conservation easements” quickly sold and separated from the fee ownership. Some TIMOs have good information systems with strong financial controls and some do not. Some conduct field audits, some do not. Some have outstanding technical groups in-house, some contract it outside. Some manage the timberland themselves and some contract with consulting foresters. All of these issues should be weighed by investors and the right TIMO selected based on the objectives of the investor.

This post can be downloaded as a pdf here. Visit  the Timberland Strategies web site here. --Brian

Email: jbfiacco@gmail.com

The Trend in Timberland Prices

The current issue of Forest Landowners Magazine published an article that I wrote a few months ago that looks at the trend in timberland prices over the last decade. It examines the changes, data sources and some transactions during the first half of this year. It also tries to answer the following questions:

• What has caused timberland prices to stay up while timber prices and most investments have declined in value?
• What would cause prices to decline?
• So what does the future hold?

If you are interested in reading the article, here is a link to it on my web site. --Brian

RMK Gets the Adirondack Finch Pruyn Timberland

It appears that The Nature Conservancy has sold the 90,593 plus acres of the former Finch Pruyn lands in the Adirondacks to a subsidiary of the Danish pension fund ATP. The sale was handled on a sealed bid basis by LandVest (see details). The land will be managed by RMK Timberland and is subject to both a Fiber Supply Agreement with the current owners of the Finch, Pruyn mill and a conservation easement. According to my sources in Denmark, the purchase price was 180 million Kroners. If I’ve got my conversions correct from Kroners to Dollars, the price would be $361 per acre. The price/acre clearly reflects the result of the conservation easement. The location map to the left includes the entire TNC purchase of 160,000 acres. --Brian

Valuing Timberland V – The Discount Rate

This is the fifth and final post of a series on timberland valuation. If you missed the first post, which included an Overview plus a discussion on Disaggregation, you can read “Valuing Timberland I” here. The second post focused primarily on productivity and how that fits into today’s appraisal systems which use discounted cash flow techniques to determine the value of timberland. You can read “Valuing Timberland II” here. The third post focused on estimates of timber volumes and values, how we get them, and how to forecast them for future year’s cash flows. Read “Valuing Timberland III” here. The subject of the last post, Valuing Timberland IV, was on the methodologies used in discounted cash flow analysis. Today I’ll focus on the discount rate to be used in the cash flow model.

The “discount rate” is essentially the same thing as the interest rate used in any financial calculation. We have to get the series of future cash flows “discounted” back to the present so we pick the appropriate interest rate to do that. As an example, say you wanted to buy a tract of land and your credit union would lend you the money for 6%. You know there is some risk associated with this so you assign another 2% for risk. You would use a discount rate of 8%. Sounds simple to me.

Let me start off by saying “I don’t know what discount rate to use”! This question is argued by investors, economists and corporate finance types. But understand this, selection of the discount rate is the most important decision made during the valuation process. Let me illustrate.

Many years ago (I was working as a Land Acquisition Forester at the time) I decided to reread Thoreau’s “Walden” which led me to “In the Maine Woods”, “A Week on the Concord and Merrimack Rivers” and “Cape Cod”. Considering my job, Thoreau really got my attention with the following words from “Cape Cod”.

“Between the Pond and East Harbor Village there was an interesting plantation of pitch-pines, twenty or thirty acres in extent, like those which we had already seen from the stage. One who lived near said that the land was purchased by two men for a shilling or twenty-five cents an acre. Some is not considered worth writing a deed for.”

Thoreau had traveled across the Cape in the 1850’s and I had noticed and made mental note of these same pitch pine plantations while visiting there. So what would a Land Acquisition Forester think… “Man, what a buy that would have been!”

What if an investor knew what the values on the Cape would be like in 2008? Would he have bought some of that timberland for $0.25 acre? Maybe, maybe not. Let’s consider the opportunity and create a simple analysis. Let’s say that the investor could foresee all that wonderful HBU land on the Cape and actually KNEW what 2009 land prices would be like. Keeping it simple (so we can isolate the impact of discount rate selection), assume he leased the land out “for taxes” so he had no cash flows (positive or negative) other than the purchase and sale of the land. The data below shows the value of a $0.25/acre investment compounded forward for 150 years.






So…, would the investor have bought the land (for his descendents!!). It very clearly depends on the discount rate that the investor used. I don’t think that there is an acre of scraggly pine plantation on the Cape that could be bought for $1,562/acre and I doubt that you could sell an acre for over $300 million per acre either – not even the Kennedy compound. The value determined clearly depends on the discount rate used. So what discount rate would you have used? Think about that seriously. If the rate is too high (nice to get but will you get it!) you may never have the opportunity to make an investment EXCEPT one that is very risky.

When I was in forestry school (back in the 60’s) we normally used 6% in our forest economics courses. When I was an MBA student (in the late 70’s), we used the company’s marginal cost of capital with an appropriate adjustment for risk. Early in the timberland shift to TIMOs, it was pretty freely discussed that TIMOs were using real rates in the 6% to 8% which was based on the “risk free” rate of return (10 year T-bills at 4%) plus risk adjustment. At the same time, integrated forest products companies with large timberland acreages were using investment hurdle rates significantly above the average or even marginal cost of capital for the firm (a mistake – it should have been based on the marginal cost of capital and risk associated with purchasing and owning more timberland not riskier investments!). The result of this is that high-risk capital investments were subsidized by low-risk timberland ownership. As a general rule, discount rates used by the C corporations were much higher than that used by the TIMOs (rates in the range of 12% - 15% or more). Remember the decision you reached above with the Thoreau example. The C corporations also had to include taxes in the cash flow analyses (reducing cash flow and, subsequently, value) whereas most of the TIMO clients were pension funds and tax exempt. Between the tax payments and high discount rates used by the corporations, it is pretty clear why the TIMOs valued timberland higher than the forest industry.

Note two things from the above discussion. The “appraised value” of a particular tract of timberland, based on comparable sales, was the same for the TIMO buyer and the forest industry seller yet the real valuation for the buyer and seller were very different. As I pointed out in an earlier post; timberland valuation and fair market value are two different things!! The second point: the difference in discount rates used, combined with tax policy, has dramatically changed the face of timberland ownership and forestry practice in this country.

How do inflation and taxes affect the selection of the discount rate? We discussed that somewhat in the post on cash flows. Here are a couple of quotes, also from the Forest Landowners Guide to the Federal Income Tax, Ag. Handbook No. 718.

“it is imperative that the discount (interest) rate used for the analysis include a similar expectation factor for inflation. In summary, both elements of the analysis—cash flow and discount rate—must be kept in comparable terms (with or without inflation and before or after-tax) for reliable results.”

“Forestry investments are very sensitive to the discount rate used because of the long time period between planting and harvest. For after-tax analyses, the correct discount rate is the after-tax rate based on your alternative rate of return. If the next best alternative is a tax-free investment, such as a municipal bond, then the interest rate is used without adjustment, as shown in Table 2-3 for the 10-percent discount rate. If your next best alternative is an investment, such as a corporate bond, that yields 10 percent annually with taxes subtracted before compounding, the correct discount rate is 7.2 percent, after-tax [10 percent x (1 - 0.28 assumed tax rate)]. Alternatively, if the next best alternative is an investment such as an individual retirement account (IRA), certain saving bonds, or an alternative timber investment, where taxes are deferred until the end of the period rather than being subtracted before compounding, then the correct discount rate depends on the length of the investment period and when the costs are incurred and revenues received. Assuming an initial investment, 10 percent interest, and a 28-percent tax subtracted at the end of 34 years, the appropriate discount rate would be 8.94 percent.

Now, if you feel that you still need more info on how to select the right discount rate for a timberland purchase, let me give you a couple more references.

• “Timberland Investments” by Christian Zinkhan, et. al.
• “Discount Rates and Timberland Investments” by Brooks C Mendell in the Timberland Report published by James W. Sewall Company

Finally, it may be worthwhile to speculate a little bit (actually that is what the selection of the discount rate is). Timberland investors have watched as discount rates rose early in this decade followed by decreasing discount rates which resulted in a steady increase in timberland transaction prices (and corresponding values from comparable sale based appraisals). Some TIMOs have left the market so they clearly believe discount rates got too low and pushed prices too high (potential returns too low). Other TIMOs have tried to sell large blocks but pulled them off the market. Perhaps they think discount rates are too high but prices are too low to justify selling?? Or maybe there is less money chasing timberland. This concludes the Timberland Valuation series.

Oh, I almost forgot. Nobody is going to tell you what discount rate to use. That's your call. Comments welcome. --Brian

I-P to Sell 143,000 acres

The following is from IP’s website
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International Paper (NYSE: IP) announced today that it plans to divest approximately 143,000 acres of properties located in the southeastern United States in a transaction with American Timberlands Fund I, LP (the "Partnership").

The transaction value is approximately $275 million. International Paper will sell approximately 114,000 acres to the Partnership for $220 million in cash and will contribute 29,000 acres, with a value of $55 million, in exchange for a 20 percent interest in the Partnership.

The transaction value is subject to various adjustments at closing and is contingent upon the Partnership raising $220 million to finance the transaction. The transaction is expected to close in mid-June.
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A couple of observations:
1. American Timberlands Company, out of Columbia, SC, also bought 20,000 acres from I-P last year. The Registered Agent for them is Mark W. Buyck III from Florence SC. Other than that, I don't know anything about them but it looks like they could use some money.

2. It also looks like somebody thinks the value of timberland has not dropped. The reported value is $1,923/acre. --Brian

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Visit my web site at Timberland Strategies
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Valuing Timberland IV

This is the forth post of a series on timberland valuation. If you missed the first post, which included an Overview plus a discussion on Disaggregation, you can read “Valuing Timberland I” here. The second post focused primarily on productivity and how that fits into today’s appraisal systems which use discounted cash flow techniques to determine the value of timberland. You can read “Valuing Timberland II” here. The third post focused on estimates of timber volumes and values, how we get them, and how to forecast them for future year’s cash flows. Read “Valuing Timberland III” here. Today, I’ll focus on how all of the previously discussed factors are tied into some form of discounted cash flow (DCF) model.

Foresters and most financial types are well versed in DCF, what it is and why it is so important. Its use can be traced back to Martin Faustmann, a German forester, in an 1849 publication on valuing immature stands. By the 1930’s, the financial community had recognized its importance and began incorporating it into investment analysis.

Here is the definition of DCF according to Investopedia: A valuation method used to estimate the attractiveness of an investment opportunity. Discounted cash flow (DCF) analysis uses future free cash flow projections and discounts them (most often using the weighted average cost of capital) to arrive at a present value, which is used to evaluate the potential for investment. If the value arrived at through DCF analysis is higher than the current cost of the investment, the opportunity may be a good one.

Forget that comment about the “weighted average cost of capital” and we will talk about that in the next post. This post will touch on the following issues.

• Cash flows: Revenue from timber sales, leases, HBU sales, etc.; silvicultural expenses, taxes, management fees and other costs.
• Inflation and taxes
• Spreadsheet models, computer programs, harvest scheduling software
• Location: Important? Can it be quantified? Final sale price: When you sell the land, how much will you get? Existing cons easements
• Discount rate: very, very important and will be discussed in next post

Cash Flows: The costs and revenues, and when they occur, constitute the cash flows used in a DCF analysis. The entire process can be visualized utilizing a timeline such as the one below from a forestry investment example illustrated in the Forest Landowners Guide to the Federal Income Tax, Ag. Handbook No. 718.



The cash flows illustrated in this timeline are shown below.


This is a very simple example but it illustrates the process very well. Note that some of the flows occur in a particular year and some recur every year. Although the costs and revenues occur at different times, they are all discounted back to the present to determine the value today. There is a very thorough explanation of the process accessible by the link above. Note that in this example, the land purchase price is included at the start of the analysis and then the land is sold in the final year. An alternate approach is to create the cash flows in perpetuity (don’t include the land cost) and discount them back to the present. The result is the value of the land BUT only if you hold it forever any your cash flow calculations never change! If you plan to sell off some HBU land in the early years or if you see real increases in land value at the end of the investment, you MUST include land cost. If a conservation easement has been sold, the revenue should show up in the appropriate place AND the final sale price must be reduced by the appropriate amount.

What about inflation and what about taxes? Should they be incorporated into the cash flows? The answer is fairly clear, with respect to taxes, if the owner, such as a pension fund, does not pay taxes! For every investor though, there is a clear answer. Include them IF they are included in the discount rate. Here are a couple of quotes, also from the Forest Landowners Guide to the Federal Income Tax.

“Most forestry costs change at the rate of inflation in the economy; however, stumpage prices may increase (or decrease) at rates exceeding (or less than) inflation when supply/demand relationships change. These differential price trends can cause miscalculations in an investment analysis. Real (exceeding inflation) price appreciation—or price depreciation as the case may be—for some products, such as Southern pine and Douglas-fir sawtimber stumpage, has received much attention. But other product prices, such as those for pine and hardwood pulpwood, and equipment costs, also have been affected. Predicting the future always is uncertain and hazardous, so the best information available for projecting real changes in cash flows should be used.”

And the second quote: “it is imperative that the discount (interest) rate used for the analysis include a similar expectation factor for inflation. In summary, both elements of the analysis—cash flow and discount rate—must be kept in comparable terms (with or without inflation and before or after-tax) for reliable results.”

The take-away here is to include inflation in the cash flow if you think it is appropriate and to include taxes in the cash flow if you think that is appropriate, but you must incorporate those elements in the discount rate if they are included in the cash flow. My solution, when building a model, is always to create the discount rate as a variable. Then model the discount rate so the analysis can instantly be modified by setting the inflation and tax rate variables (either or all) to zero. If you don’t do this, I promise that someone will ask you “What if…”

Let me also add that there are some complexities associated with timber depletion that will create some pitfalls for the model builder not experienced with forestry taxation (depletion and multiple tax rates). The taxation issues are further complicated by the “inflation tax”. Maybe someday I will do a post on that too but not today. For now, let’s look at the types of software available to do DCF analysis of timberland investments.

Spreadsheets, forestry investment software programs or Harvest Scheduling software?

Spreadsheets: This is the “roll your own” option. It has some advantages but some very powerful disadvantages as well. The biggest advantage is that you can do it your way, you already have the software (and you can distribute the model to everyone in your organization) and you understand all of the drivers used. It is a good solution for simple situations like the one above. The disadvantage is that you really have to understand forest management, DCF, forest taxation, depletion accounting, G & Y models, spreadsheet development and probably a few things that I have left out. I have constructed complex models used for evaluating large transactions so it can be done. But the results fall short in many ways.

Forestry Investment Software Applications: These applications, frequently web based, are a good alternative to the use of spreadsheets if the target tract is not to large or complex. There are usually multiple applications in each suite which allow calculations designed to feed the DCF application. Growth and yield models may be built-in or a part of a supporting application. Applications that allow projections of both real and inflated timber prices (and land prices) are available to help feed the DCF analysis (remember to use a discount rate that is consistent with the inflation/real price). They have “help files” that explain the terminology and provide guidance in usage. They are generally easy to use and they are free.

Two examples can be found on web sites at Mississippi State and the Texas Forest Service. See FORest VALuation or FORVAL Online and the Timberland Decision Support System. You can actually use both of these sites to create your cash flows and then enter them into the Texas site.

The MSU site also has G&Y models for loblolly, slash and longleaf as well as some calculators to let you look at real increases in timber values (can also be used for real increases in land values as well). The Texas site also has several supporting “calculators” including The Timberland Management Simulator which integrates a loblolly G&Y model with the financial analysis.

There is other software available that you can find with a Google search. Some of the software is web-based and some requires downloads. I prefer the web-based stuff because it is more likely to work without problems. There are some very good G&Y models that have been “left-behind” because they no longer behave well (or at all) on the current operating systems. Another advantage of the web software, particularly over spreadsheets, is that they have well thought out explanations of the terminology and give you some good advice on how to conduct your analysis.

Harvest Scheduling or Forest Planning Software: What is Harvest Scheduling? First of all, the term is a misnomer. It is a carryover from earlier linear programming models that focused on the best time to harvest stands. Today’s applications, best referred to as Forest Planning applications, are far advance from just projecting harvests. All of the activities from planting through harvest are included while measuring the impact on attributes such as habitat, wood flows and cash flows are reported. The earlier applications have morphed into spatial applications importing GIS data and producing maps that show the “where” of all activities in the plan. The spatial applications also allow the use of spatial constraints, such as “green-up” requirements. The following paragraphs are from NCASI’s HABPLAN, spatial Forest Harvest and Habitat Scheduling software, users manual. I selected them to give you a better understanding of harvest scheduling and its complexities.

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“Harvest scheduling entails the application of mathematical programming techniques to determine the allowable cut and/or the cutting budget, for a given area of forest, over multiple rotations or cutting cycles. With sustainability being a buzz word in the forestry industry, a number of harvest scheduling methods have been (and continue to be) developed that help us to manage our forests on a sustainable basis. The basic management unit is the forest stand (or a polygon comprising multiple stands). It is desirable that each management unit be managed in the most environmentally, economically and socially beneficial way. For each management unit, however, there are numerous management regime possibilities. The following are a few variables, which contribute to the wide range of potential management regimes.

• species
• site quality
• age of current stand
• length of rotation
• number of thinnings (& ages at which they occur), and intensity thereof
• regeneration or replanting
• greenup window

The potentially complex procedure of developing and solving a harvest scheduling model can be summarized in the following steps:

• Decide on decision-making variables. In Habplan, where integer programming is used, each decision-making variable represents one whole management unit (forest stand or polygon), i.e. each management unit can only be assigned one management regime. However, in linear programming, it is assumed that each management unit can conceptually split up, and managed under a number of different regimes, thus creating a number of different decision making variables for each management unit.
• Develop the objective function, according to the objectives of the given harvest scheduling problem.
• Incorporate various constraints e.g. land constraints, volume flow constraints, financial constraints and ending inventory constraints.
• Use a mathematical programming technique to solve the problem for the optimal/best solution.
• The solution to such a problem should offer information on which management units (or how much of each management unit) to devote to each of the proposed management regimes.

There is no one computer program in the world that can account for all variables in nature. Therefore, it is important to keep in mind that harvest scheduling is merely man's best effort at simplifying a very complex and dynamic natural phenomenon into a mathematical formula, and does by no means offer the perfect solution in the quest for the optimal management regime. However, it is safe to say that various harvest scheduling methods are capable of providing fairly reliable guidelines, by which land can be managed.”

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The above paragraphs illustrate the complexities and capabilities of harvest scheduling. In addition to Habplan, there are several other applications available. The hands-down favorite of forest planners is Remsoft’s Forest Planning System (Woodstock and Stanley) regarded as the best available by most users (at least managers of 500 million acres on five continents)!

It takes very well trained people to prepare a harvest schedule or plan. From personal experience, I can say that Remsoft also offers excellent training programs and support for its products. Some companies and TIMOs have trained people and do their own plans. Others use forest consultants that have experienced harvest scheduling people on their staff. One company, FORSight Resources, actually specializes in harvest scheduling and has several world-class authorities on the subject.

The take-home for the harvest scheduling discussion is that it is the best DCF methodology for a major acquisition because:

• It seeks optimization of management scenarios.
• The better versions allow spatial constraints and provide spatial output.
• It allows the addressing of very complex issues that other solutions are not capable of doing.
• Optimal solutions form the basis of the future management plan.
• There is some very good software available with tools built that reduce the complexity of the mathematical programming.
• But… it is complex, time consuming, and must be implemented by specialists

Summarizing:

• because of the timeline associated with the cash flows of all timberland investments, DCF is a requirement of all valuations (except the flip!)
• for large timberland transactions, use harvest scheduling software
• for small tracts (up to a couple of thousand acres) and infrequent purchases, use freely available forestry investment software
• for frequent purchases/valuation of smaller transactions, spreadsheets may be the better choice.

This concludes the DCF discussion. The next, and final, post in this series will focus on the choice of the discount rate and how critical that decision is to the outcome of the valuation. Comments welcomed. --Brian

Valuing Timberland III

This is the third post of a series on timberland valuation. If you missed the first post, which included an Overview plus a discussion on Disaggregation, you can read “Valuing Timberland I” here. The second post focused primarily on productivity and how that fits into today’s appraisal systems which use discounted cash flow techniques to determine the value of timberland. You can read “Valuing Timberland II” here. Today’s post will focus on estimates of timber volumes and values, how we get them, and how we forecast them for future year’s cash flows. We will also take a quick look at the confidence you should place in them.

First, let’s look at timber volumes. What does the cruise say? What does the inventory say? What is the difference? How was the acreage calculated? Are volume estimates tied to a GIS? What are the sources of errors? Can volumes be reasonably audited? If the volume estimate isn’t “right”, the value certainly won’t be!

What is a “cruise”? A survey of forestland to locate timber and estimate its quantity by species, products, size, quality, or other characteristics; the estimate in such a survey. Several different sampling techniques can be used in a cruise. (source: Forestry Terms for Mississippi Landowners, Mississippi State University Extension).

What is an “inventory”? See Cruise (same source). H’mmm. I don’t want to aggravate my Mississippi State colleagues or to argue semantics but there is a huge difference between a cruise and an inventory or, more appropriately, a timber cruise and a forest inventory. To keep it simple, the cruise (as correctly defined above) collects data to estimate the timber volume, quantity, etc. that is there right now. The forest inventory collects much more information which can be used to project volumes and harvests (and other stuff too) into the future. A cruise, as defined above, wouldn’t collect any information on an eight year old loblolly pine plantation. There is little or no volume (perhaps a few trees that meet the limits of merchantability) but there certainly is value. A forest inventory would want to know the species, age, trees/acre, site index and acreage at a minimum. That is the information that is necessary to drive the growth and yield models necessary to estimate future wood flows from the tract. The wood flows become the basis for the cash flows in the appraisal. Perhaps this is just semantics but it is very important to understand the difference and to know what you are looking at.

So the “acquisition cruise” necessary to purchase land is more appropriately referred to as a forest inventory than a cruise. A “timber cruise” is more likely used to determine the immediate value of the timber for a timber sale. Data to drive growth models or cash flow models is not necessary. This distinction is more than academic. The inventory data can be “grown” to provide volume information for appraisals, stand level info for thinning or harvest, projected harvest and regeneration sites for planning site preparation and planting, all at multiple forward points in time. A typical cruise is not designed to do this. Merchantability specs are frequently different between cruises and inventories resulting in differences in volumes reported. Merchantability specs for inventories must be consistent from tract to tract, year to year, cruiser to cruiser and they must be consistent with what the growth models require. Merchantability specs for a timber sale cruise will normally be modified to conform to current demand, market pricing and perhaps even the logger that will be doing the harvesting.

The lesson here is that the user of cruise or inventory information had better understand what he or she is looking at. The cruise/inventory designer needs a clear understanding of the objective of the cruise. Otherwise, expect disappointment.

The sampling intensity of most inventories will not provide adequate data for timber sales. Inventories must collect some information on every stand or stratum (a collection of stands with similar characteristics). The objective of an inventory or cruise is to gather the information that is necessary at an acceptable level of accuracy at the least possible cost. Contrasting the two extremes, consider the case of a 100,000 acre land acquisition compared to a 50 acre mature hardwood timber sale. The objective of the land acquisition inventory is to be accurate enough to generate a reasonably accurate cash flow analysis for the perceived life of the investment (and hence, its present value). Another objective may be to assist in management if the tract is purchased. The resulting inventory would be one with a low sampling intensity but one collecting much information at each sample plot. The inventory is “not accurate” at the stand level. Cost is a serious consideration. If the tract is not purchased, the entire cost of the inventory is wasted. The 50 acre timber sale, on the other hand, has a much higher sampling intensity (perhaps a 100% tally), does not require collecting growth modeling information and requires careful inspection of the quality of each tree relative to current market conditions. The cruise cost/acre is much higher but the payback is immediate and ensured.

Statistics 101: Reiterating an earlier point when addressing timber volume reports; you had better understand what you are looking at. Most well done cruise reports will provide some detail with respect to the statistical accuracy provided by the data. You will see something like “2,216 MBF ± 10% of hardwood sawtimber”. This means, that from a statistical standpoint, the actual volume will be within 10% of the volume estimate 95% of the time, or maybe 90% of the time, or maybe 66% of the time. Maybe you better ask which probability level applies! You will probably also see a volume by species report and perhaps that will also provide statistical error reporting too. If it doesn’t, you should understand that because the sampling intensity for any given species is well below that of all of the species combined, the accuracy of the estimate drops pretty dramatically in a mixed species stand or forest. Now, digging into the cruise report a little deeper you will see that volumes may be reported by species and diameter class. How accurate do you think that will be? If the statistics are reported, that is great. If not, beware the value that you place in the numbers. This information can be useful but you have to assign it the appropriate credibility.

You should also understand that there are other sources of error in a cruise in addition to the statistical sampling error. Examples are the use of incorrect volume tables, measurement errors, poor sample design, calculation errors and, yes, a poor cruiser.

The statistical accuracy of large inventories that have been conducted over several different years and have been brought current using growth models is a different story. I’m not going to get into how to do this because I have no earthly idea how to do it! It can be done by a fairly limited group of forest statisticians, mensurationists and biometricians but it is clearly a difficult task. As a rule of thumb, it is safe to say that the accuracy is somewhat less than what would be calculated using the “ungrown” plots and declines as the number of “grown” years increases.

That’s enough said about cruise reports, inventories and the timber volumes that they report. Now let’s talk about volumes that what will be there tomorrow and the fundamentals of creating a future wood flow.

Future harvest volumes and timing must be done on a stand by stand basis utilizing stand volumes that have been “grown” using yield tables and growth and yield models. The starting base is the stand or strata level inventory and each stand or stratum is grown into the future. Some rule or methodology is then used to select the harvest date to determine the harvest volume for each future year. The result is a wood flow model that, when combined with values, becomes a key component of the cash flow model. More detail about this will be provided in the next post.

This is probably the appropriate place to discuss the integration of a GIS (Geographic Information System) with the timber inventory system when creating the information system used for timberland management. GIS based inventory systems are very common among managers of large tracts of timberland today and sellers normally provide output from these systems to potential buyers. Inventory or cruise volumes may say what is out there but the GIS says exactly WHERE it is on the surface of the earth. A quick check of the validity of the data provided by the seller can be made by auditing selected stands to compare inventory acreage, stocking, volumes, forest types, SI, etc. to the audited values. It doesn’t take much of this type of checking to determine how serious the forest managers have been about the quality and timeliness of their inventory efforts and hence the credence that can be placed in the data provided. The GIS data can be “read” into the GIS based harvest scheduling/ cash flow models and will eventually provide the basis for future management (activity schedules, maps and annual cash flow projections). These are the tools that become the foundation for communications and expectations between the new landowner and the timberland managers. The schedules tell the owner what to expect financially and form the basis of the management plan for the manager. A final point about the GIS based inventory system is that it provides the basis for a field audit in conjunction with the traditional financial audit. In the timberland sector, a financial audit without a corresponding field audit is a serious mistake; in fact, it's not really an audit.

Now let’s discuss timber values. They are down! A lot! If you are selling timber today, that is very important but how important is it with respect to timberland valuation? Should current market conditions be used for valuation?

The comments below are by Rick Holley (from Plum Creek 2008 Q3 Earnings Conference call) answering an analyst’s question about why he thinks timberland values are holding up while other asset classes are declining in value. The quote is a little messed up but his point is clear.

“I think largely because the investor in timberlands, and there’s still a fair amount of capital on the sidelines trying to invest in timberlands, is longer term. They’re looking through this cycle. If anything they’re starting to look at this cycle and lower prices as being more upside when you look out a year or two years or whatever these markets improve. I know there was a recent [Reese] article talking about some transactions that may or may not get done. We’re in the marketplace and we talk to a lot of buyers. We know who the sellers are, and we think all those transactions will in fact get done at very, very good prices, so I think the market is holding up and there’s still a lot of capital chasing very little opportunity…”

The key words above are “looking through…” with respect to timberland prices. To me, that implies that they are also “looking through” with respect to the timber values used in the timberland valuation. I think that if stumpage prices were at all-time highs, buyers would “look through” and see lower prices in the future as well. As Andy Malmquist, my good friend, former employee, and current TIMO guy, used to remind me about so many things… “It’s regressing toward the mean”! Andy actually talks like that.

There are at least three factors to consider for determining future timber values to apply to future volumes – current values, real price increases and inflation. We will discuss how to address inflation in the next post so for now, we will confine the discussion to the first two items.

I am defining “current price” as a “look through” price that is on the trend line for the species,local area and region (huge differences between NE and NW, cherry and red maple). In other words, I am looking for the price that has “regressed to the mean”. This data can be obtained from several different pricing services such as Forest2Market, RISI and Timber-Mart South. In addition, most state forestry commissions (South Carolina Forestry Commission pricing report) or forestry university extension services also provide some level of pricing reports. Local consulting foresters usually know what is available and can also provide first hand local knowledge. Pricing from these sources will provide the baseline for projecting the value of future harvests in the cash flow model.

A real increase in future stumpage prices can and should be incorporated into the model if you think it is justified. U. S. Forest Service reports suggest that sawtimber stumpage prices have increased at a real rate of 2% a year over a very long period of time. An analysis of southern pine stumpage prices by forest economist Jack Lutz reached the following conclusion:

“Our analysis indicates that southern pine sawtimber stumpage prices are mean-reverting, with a 50-year mean of $38.29/ton (based on LDAF data). Those prices have held to that mean through 50 years of timber supply and demand shocks and significant changes in timber harvesting and processing technology. That means we should not expect a significant increase in sawtimber stumpage prices in the near future. This supports the current practice of many timberland investors who are using 0% real appreciation rates in their timberland investment models.”

The future is anybodies guess but the real value increase used should be based upon your view of the future. That’s why there is always a high bidder and a low bidder!

This concludes the discussion on timber volumes and values. The next post in the series will attempt to tie it all together by addressing the methodologies associated with the discounted cash flow models. Comments are welcomed. --Brian

How Much Did Timberland Values Fall in 2008?

My stock portfolio has certainly taken a hit to the downside. The housing market has tanked and the values of many houses and rental units have gone down with it. Stocks of the publicly traded timberland owners have gone down 20 to 60% in the last year or so. The logic is that the decline in housing has caused a drop in lumber price which has created a drop in timber (stumpage) price which has resulted in a corresponding drop in timberland prices. So logically my portfolio has taken a hit on the tree farm side too. But has it?

I do some consulting with market analysts and hedge fund managers interested in valuing timberland and the drivers behind it. The most common question that I have heard recently surrounds the declining value of timberland and just how great that decline is. How can a company like Weyerhaeuser or Plum Creek be properly valued given the logical decline in timberland values? I could give my opinion (and I always do!) but that is not enough.

I have been maintaining a database of the major timberland transactions for over a decade so I wanted to quantify the change for 2008. Below is a chart showing the $/acre sale price trend for the last decade.


















This is pretty interesting. Nationwide, it appears that prices have dropped about 21% following a year where they gained 60%! BUT… it is important to understand the data and what is happening. This database is composed of transactions that total between one and seven million acres in any given year. Also in the database is a “REGIONS” field. Price distortion occurs between years due to the variation in the percentage of sales occurring between regions ($/acre varies significantly between regions). So how does the price per acre change if we just look at a single region? Let’s look at the South.



















Within any particular region, individual transactions will impact any given years weighted average price. In spite of that, the trend is clear and it is difficult to find any argument in the data that supports a decline in timberland pricing – at least in the South. The first reported sale for 2009, Potlatch to RMK, was at $1,745/acre, right in the ballpark.

The Northeast is the only region that did show a drop last year. The acreage sold in the NE was not particularly large (meaning most of the variability was probably due to the variability between tracts) so I would be reluctant to attribute much significance to the decline. There was one significant datapoint though. The Essex Timber to Plum Creek transaction (at $267/acre) pulled the average down. It is important to note that there was a conservation easement on this tract. We should expect to see significantly lower transaction values as more sales occur on tracts with existing conservation easements. The sale of a conservation easement provides revenue in the form of an early payment for HBU land but it can also have a negative impact on future forestry based revenues as well.

So…, what does all of this mean? I can see little or no decline in timberland values. I’ll be curious to see what the NCREIF index on timberland values has to say. The index is based more on appraisals than actual sales but the appraisals SHOULD be based on comparable sales and comparable sales just do not support a decline in appraisal values. If sale prices are not declining, what is wrong with the logic expressed in the first paragraph – declining housing starts means declining timberland values?

Here is my take. First, buyers are “looking through” current timber prices. Sophisticated timberland investors use appraisal techniques that look at cash flow from timber over the planned life of the investment. Those timber values are based on their view of the future, not just today’s market.

Second, more money is chasing fewer acres. A significant amount of timberland is being pulled from the market. Example: almost all of the 161,000 acres of Finch and Pruyn timberland in the Adirondacks will ultimately be withdrawn from production and become a part of the Forest Preserve. An example from the other side of the equation: this week the United Nations announced that its pension fund would diversify its portfolio and seek to acquire timberland. More money chasing fewer acres. Institutions want to diversify their portfolios, particularly by acquiring hard assets.

Third, future wood demand will be impacted by both renewable energy and global warming concerns. We are already seeing pellet mills being built to export pellets to Europe where they are mixed with coal to reduce the amount of carbon tax the utilities must pay. Most forecasters expect to see a similar tax in the U.S. soon.

Fourth, there is evidence that declining interest rates are impacting the discount rates used by institutional timberland purchasers. A declining discount rate drives value up!

These are my thoughts, these are my numbers, and these are my opinions. Comments are welcomed. --Brian

Valuing Timberland I

How much is that tract of timberland worth? Is it worth the asking price? Is fair market value for the tract a good investment? People have gotten rich buying timberland but rest assured that every purchase has not been a good investment! How the land is managed during ownership is important but it pales in comparison to smart purchasing and smart selling. This is the first in a series of posts that looks at how timberland is valued.

Here is a list of the key elements that should be considered when valuing timberland.

Disaggregation: The old expression “The whole is worth more than the sum of the parts” does not appear to be true. Valuing timberland typically begins by identifying the non-timberland values.

Inherent productivity of the land: foresters normally measure this by a quantitative metric referred to as site index.

Forest types and tree species: These are commonly confused but they are not the same thing.

Silviculture and productivity: Planted vs. natural. Fertilization, genetics, etc. What is impact on future yield (value)? Are records of past silvicultural practices available? Are they tied to a GIS?

Timber volumes: What does the cruise say? What does the inventory say? What is the difference? Are they tied to a GIS?

Timber values: What are the drivers? What are the sources of information? Should current market conditions be used for valuation? Or historical, or future estimates? What roles do harvesting costs and trucking costs play in timber value?

Reproduction values: On well managed land, reproduction values may exceed timber values. How do you estimate these values?

Cash flows: Revenue from timber sales, leases; silvicultural expenses, taxes, management fees.

Location: Important? Can it be quantified?

Final sale price: When you sell the land, how much will you get?

Discount rate: or how much of a return do I need to be competitive with investments with a similar risk?

Disaggregation: This first valuation post will address the issue of disaggregation or breaking the total value of the tract down into several components. Add up the value of the components and that’s the value – more or less. Early in my career (mid 1960’s) I was appraising and buying timberland in the Ohio Valley of West Virginia and Ohio. At that time, we cruised the timber and calculated the timber value, used a “table value” to estimate reproduction value (usually minimal or “0”), and assigned a modest “fixed” dollar/acre value for OGM (oil, gas and minerals) if they had not been previously conveyed. We then subtracted those values from the purchase price to determine the residual “bare land value” per acre. The bare land value was compared to past purchases and other available tracts to determine which purchases to make. So… we disaggregated into four pieces at most – timber value, reproduction value, OGM and bare land value. With the exception of the precalculated “reproduction table values”, the time value of money was not considered. Pretty simple. The objective was to manage the entire tract as timberland “forever”, not to sell off the various components. That methodology was pretty typical of the forest industry.

During the same time period (and earlier), land speculators frequently made money by the simplest form of disaggregation with only two buckets. They would buy a tract of timberland, sell the timber and then sell the bare land separately. Many speculators made a living doing this and some got very wealthy. The sum of the parts was worth more than the whole!

The REITs, TIMOs and their institutional investors have taken disaggregation to a whole new level. The objective is to lower the investment of the timberland purchase by quickly spinning off significant assets or components of the initial purchase. In addition to the components discussed above, the investment crowd values and disaggregates Higher and Better Use (HBU) lands, Recreation lands and Conservation Easements. In addition, future HBU lands are factored into the discounted cash flow analysis. The time value of money becomes an important part of the valuation relative to the early speculators that just bought, liquidated the timber and sold the land.

The impact of the disaggregation also has an impact of the final sale price of the investment. Conservation easements can significantly lower the final sale price. Conservation easements that prohibit development are, in a sense, the early sale of HBU land that just hasn’t got there yet. Conservation easements which dictate how the forest is to be managed in the future are much more problematic and should be expected to have a more significant negative impact on the valuation of the timberland when it is sold.

The next post will focus primarily on productivity and how that fits into today’s appraisal systems which use discounted cash flow techniques to determine the value of timberland. --Brian