SELIGMAN PENNSYLVANIA MUNICIPAL FUND SERIES
N-30D, 1999-05-28
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<PAGE>
To the Shareholders

During Seligman Pennsylvania Municipal Fund's six-month reporting period ended
March 31, 1999, the US economy remained strong. In fact, the economy grew faster
than almost anyone had predicted. The Pennsylvania economy participated in this
growth, and the financial condition of the state and its municipalities
benefited from the ongoing expansion.

At the Fund's fiscal year-end in September 1998, the consensus was that the US
economy would slow, possibly to recessionary levels, in the face of worldwide
financial disorder brought on by the Asian economic crisis. However, US consumer
strength was widely underestimated, and consumer confidence and the strong
consumer demand that accompanied it remained a powerful economic force. Not only
did the economy continue to surprise on the upside, it did so without signs of
rising inflation, a common side effect of prolonged and robust growth.

Despite evidence that inflation remained under control, the unexpected
acceleration in economic activity earlier this year caused bond market
participants to worry that inflation posed a possible threat. This concern
pushed Treasury yields significantly higher. During these six months, Treasury
bond yields fluctuated within a wide range of 98 basis points. In contrast, the
Pennsylvania municipal market remained relatively stable, with yields
fluctuating within a much narrower range of 16 basis points.

At the Fund's fiscal year-end in September 1998, the yield spread between
municipal bonds and Treasuries was unprecedentedly narrow. Recently, however, a
slowdown in the supply of new municipal bond issues and rising Treasury yields
caused the yield spread between municipal bonds and Treasury bonds to widen to a
more historically normal range. We believe that this trend will continue and, as
it does, the performance of the municipal market should improve relative to the
Treasury market.

The ongoing economic expansion in the US continued to benefit the municipal bond
market. Municipal bond issuers have been able to improve their financial
situations and, for the fourth year in a row, there were more credit-rating
upgrades than downgrades. We expect that this positive trend will continue.

The Fund's manager, J. & W. Seligman & Co. Incorporated, continues to work to
ensure that all of its operations are prepared for the challenges posed by the
Year 2000 (Y2K) computer issue. We are confident that there will be no
disruption in the investment and shareholder services provided by the Fund as a
result of Y2K. In addition, your portfolio management team considers the
potential ramifications of Y2K when making decisions on which securities should
be held by the Fund.

We appreciate your confidence in Seligman Pennsylvania Municipal Fund and look
forward to serving your investment needs for many years to come. A discussion
with your Portfolio Manager and the Fund's portfolio of investments follow this
letter.

By order of the Trustees,


/s/ William C. Morris
- ---------------------
William C. Morris
Chairman

                                              /s/ Brian T. Zino
                                              -----------------
                                                  Brian T. Zino
                                                      President

April 30, 1999

                                      1


<PAGE>
Interview With Your Portfolio Manager,
Thomas G. Moles

Q:  What economic and market factors influenced Seligman Pennsylvania
    Municipal Fund in the last six months?

A:  During the past six months, the outlook for the US and global economies has
    improved dramatically. At fiscal year-end in September 1998, economies
    around the world were struggling with financial crises that threatened to
    drag the US into recession. In response, the Federal Reserve Board took
    immediate defensive action by lowering the federal funds rate three times
    last fall.

    However, the outlook for the US economy brightened as economies around the
    world began to show signs of recovery and as strong US consumer demand
    continued to drive economic growth.

    While ending on a positive note, the last six months were nonetheless
    volatile for equity markets, and thus for the US Treasury market, as
    investors rushed to buy Treasury bonds during periods of market uncertainty.
    This "flight to quality" was the primary cause of the sharp swings in
    Treasury yields that were experienced during the period. The yield on the
    30-year US Treasury bond fluctuated by more than 98 basis points during this
    time.

    In contrast to the volatility of the Treasury market, the municipal market
    remained relatively stable throughout the period. Long-term municipal
    interest rates fluctuated within a much narrower trading range of
    approximately 32 basis points.

    The historically low interest-rate environment led to a surge in municipal
    new issue volume during 1998. The increase in municipal supply caused the
    yield spread between municipal bonds and Treasury bonds to narrow, making
    municipals particularly attractive. For a brief period in October, long-term
    municipal yields actually exceeded long-term Treasury yields, an unusual
    occurrence given the tax advantages of municipal ownership.

[PHOTO]
Seligman Municipals Team: (standing from left) Audrey Kuchtyak,
Theresa Barion, Debra McGuinness, (seated) Eileen Commerford,
Thomas G. Moles (Portfolio Manager)

A TEAM APPROACH

Seligman Pennsylvania Municipal Fund is managed by the Seligman Municipals
Team, headed by Thomas G. Moles. Mr. Moles is assisted in the management of the
Fund by a group of seasoned professionals who are responsible for research and
trading consistent with the Fund's investment objective.

Seligman Municipals Team: (standing from left) Audrey Kuchtyak, Theresa Barion,
Debra McGuinness, (seated) Eileen Comerford, Thomas G. Moles (Portfolio
Manager)

                                      2

<PAGE>
Interview With Your Portfolio Manager,
Thomas G. Moles

    This situation has now begun to reverse itself. Year-to-date, new issue
    volume has slowed from its robust pace, causing the yield spread between
    municipal bonds and Treasury bonds to widen to a historically normal range.

    The continued strength of the US economy, which is now in its ninth year of
    economic expansion, has allowed the financial condition of the nation's
    states, cities, and municipalities to steadily improve. For the fourth year
    in a row, credit-rating upgrades exceeded downgrades. We expect that this
    positive trend will continue with the possible exception of healthcare
    bonds, whose issuers have been experiencing increased financial and
    operating pressures.

Q:  What was your investment strategy?

A:  The relative lack of volatility in the municipal market limited our
    opportunities to enhance total return through trading activity. Therefore,
    we focused on improving the relative value of Seligman Pennsylvania
    Municipal Fund's portfolio. Through in-depth credit analysis and market
    research, we have been able to identify municipal credits that we believe
    have been undervalued by the market, and we have used this information in
    our security selection process.

    During the period, our investment strategy was consistent with our
    positive outlook for the economy and long-term interest rates. We reduced
    portfolio holdings with short durations, replacing them with longer-term
    bonds because they offer the greatest opportunity for price appreciation
    during periods of declining interest rates. (Conversely, during periods of
    rising interest rates, long-term bonds will depreciate more than
    shorter-term bonds.) Long-term bonds have also provided the highest yields
    historically. During the past six months, long-term municipal yields rose
    slightly, resulting in a decline in Seligman Pennsylvania Municipal Fund's
    net asset value.

    We have concentrated new purchases in triple "A" rated insured bonds because
    of the prevailing narrow yield spread between high-quality and lower-quality
    bonds. At this time, lower-quality bonds do not offer enough additional
    yield to compensate for the increased credit risk. For the six-month period,
    high-quality insured bonds outperformed lower-quality bonds.

Q:  What is your outlook?

A:  Recent economic reports have suggested that the economy may be
    strengthening further, raising concerns about an acceleration in the rate
    of inflation. In response, long-term municipal yields have increased
    modestly. However, we believe that any increase in long-term yields will
    be temporary and our outlook for interest rates remains positive. We will
    continually monitor market conditions and will adjust our investment
    strategy accordingly.

    There are currently a number of factors that bode well for the municipal
    market going forward. First, new issue supply has slowed, widening the yield
    spread between municipals and Treasuries to a historically normal range. If
    this trend continues, and we believe that it will, the performance of the
    municipal market should improve relative to the Treasury market. In
    addition, the municipal bond market has been the beneficiary of a healthy
    economy and a stable rate of inflation, and we anticipate that these
    favorable market conditions will continue for the balance of the year.

                                      3

<PAGE>
Performance Overview and Portfolio Summary

Investment Results Per Share

TOTAL RETURNS
For Periods Ended March 31, 1999

<TABLE>
<CAPTION>
                                                                             AVERAGE ANNUAL
                                                             ------------------------------------------------
                                                                                                    CLASS D
                                                                                                     SINCE
                                                  SIX         ONE          FIVE          10        INCEPTION
                                                MONTHS*      YEAR          YEARS        YEARS       2/1/94
                                               ---------    ------        -------      -------   ------------
<S>                                               <C>          <C>           <C>          <C>          <C>
Class A**
With Sales Charge                                (4.09)%       0.42%         6.05%        7.11%        n/a
Without Sales Charge                              0.68         5.41          7.08         7.64         n/a
Class D**
With 1% CDSC                                     (0.67)        3.62          n/a          n/a          n/a
Without CDSC                                      0.30         4.61          6.17         n/a          4.37%
Lehman Brothers
  Municipal Bond Index***                         1.49         6.20          7.62         8.24         5.97+

</TABLE>

<TABLE>
<CAPTION>
NET ASSET VALUE                                            DIVIDEND, CAPITAL GAIN, AND YIELD INFORMATION
                                                           FOR PERIODS ENDED MARCH 31, 1999

             3/31/99       9/30/98        3/31/98                     DIVIDENDS0      CAPITAL GAIN0      SEC YIELD00
             -------       -------        -------                     ----------      -------------      -----------
<S>           <C>           <C>           <C>            <C>            <C>              <C>              <C>
Class A       $7.98         $8.24         $8.04          Class A        $0.166           $0.148           3.46%
Class D        7.97          8.23          8.03          Class D         0.136            0.148           2.89

</TABLE>

<TABLE>
<CAPTION>

HOLDINGS BY MARKET SECTOR++                               MOODY'S/S&P RATINGS++
<S>                                <C>                     <C>                         <C>
Revenue Bonds                      81%                     Aaa/AAA                     76%
General Obligation Bonds           19                      Aa/AA                       22
                                                           Baa/BBB                      2
WEIGHTED AVERAGE MATURITY  22.0 years

<FN>
- ------------------
   *Returns for periods of less than one year are not annualized.
  **Return figures reflect any change in price and assume all distributions
    within the period are invested in additional shares. Returns for Class A
    shares are calculated with and without the effect of the initial 4.75%
    maximum sales charge. Returns for Class D shares are calculated with and
    without the effect of the 1% contingent deferred sales charge ("CDSC"),
    charged on redemptions made within one year of the date of purchase. A
    portion of the Fund's income may be subject to applicable state and local
    taxes, and any amount may be subject to the federal alternative minimum tax.
 ***The Lehman Brothers Municipal Bond Index is an unmanaged index that does not
    include any fees or sales charges. It is composed of approximately 60%
    revenue bonds and 40% state government obligations. Investors cannot invest
    directly in an index.
   +From 1/31/94.
   0Represents per share amount paid or declared for the six months ended March 31, 1999.
  00Current yield, representing the annualized yield for the 30-day period ended
    March 31, 1999, has been computed in accordance with SEC regulations and will vary.
  ++Percentages based on market values of long-term holdings at March 31, 1999.
</FN>
</TABLE>

                                      4

<PAGE>
Portfolio of Investments
March 31, 1999

<TABLE>
<CAPTION>

    FACE                                                                                          RATINGS+      MARKET
   AMOUNT                                  MUNICIPAL BONDS                                       MOODY'S/S&P     VALUE
 ----------                               ----------------                                      ------------  -----------
<S>            <C>                                                                                 <C>        <C>
 $1,000,000    Berks County Municipal Authority, PA Hospital Rev. (The Reading
                  Hospital & Medical Center Project), 5.70%  due 10/1/2014..............           Aaa/AAA    $ 1,090,040

  1,000,000    Berks County Municipal Authority, PA Hospital Rev. (The Reading
                  Hospital & Medical Center Project), 6.10%  due 10/1/2023 .............           Aaa/AAA      1,094,750

  1,000,000    Bucks County, PA GOs, 5% due 5/1/2017 ...................................           Aa2/AA       1,001,400

  1,000,000    Delaware County Authority, PA (Haverford College Rev.),
                  5 1/2% due 11/15/2023 ................................................           Aaa/AAA      1,031,240

  1,000,000    Delaware County Industrial Development Authority, PA (Philadelphia
                  Suburban Water Company), 6.35% due 8/15/2025* ........................           Aaa/AAA      1,108,850

  1,000,000    Delaware Valley, PA Regional Finance Authority Local Government Rev.,
                  7 3/4% due 7/1/2027 ..................................................           Aaa/AAA      1,411,640

  1,300,000    Lehigh County, PA Industrial Development Authority Pollution Control Rev.
                  (Pennsylvania Power & Light Company Project), 6.15% due 8/1/2029 .....           Aaa/AAA      1,438,866

  1,500,000    Montgomery County, PA GOs, 5.45% due 9/15/2022 ..........................           Aaa/NR       1,546,800

    500,000    Montgomery County, PA Industrial Development Authority Pollution
                  Control Rev. (Philadelphia Electric Co.), 7.60% due 4/1/2021* ........           Baa2/BBB+      536,535

  2,000,000    Pennsylvania Higher Education Assistance Agency Student Loan Rev.,
                  6.40% due 3/1/2022* ..................................................           Aaa/AAA      2,146,900

  1,000,000    Pennsylvania Higher Educational Facilities Authority College & University
                  Rev. (University of Pennsylvania), 5.90% due 9/1/2014 ................           Aa3/AA       1,083,600

  1,500,000    Pennsylvania Higher Educational Facilities Authority Rev. (Temple University),
                  5% due 4/1/2029 ......................................................           Aaa/AAA      1,463,580

  1,350,000    Pennsylvania Higher Educational Facilities Authority Rev. (Drexel University),
                  5 3/4% due 5/1/2022 ..................................................           Aaa/AAA      1,440,598

  1,500,000    Pennsylvania Housing Finance Agency (Single Family Mortgage Rev.),
                  5.85% due 4/1/2017* ..................................................           Aa2/AA+      1,569,330

  1,350,000    Pennsylvania Housing Finance Agency (Rental Housing Rev.),
                  6 1/2% due 7/1/2023 ..................................................           Aaa/AAA      1,440,059

  1,500,000    Pennsylvania Intergovernmental Co-Op Authority Special Tax Rev.
                  (Philadelphia Funding Program), 5 1/2% due 6/15/2016 .................           Aaa/AAA      1,553,970

  1,250,000    Pennsylvania Intergovernmental Co-Op Authority Special Tax Rev.
                  (Philadelphia Funding Program), 5% due 6/15/2021 .....................           Aaa/AAA      1,228,513

<FN>
- ------------------
+ Ratings have not been audited by Deloitte & Touche LLP.
* Interest income earned from this security is subject to the federal
  alternative minimum tax.
See notes to financial statements.
</FN>
</TABLE>

                                      5

<PAGE>
Portfolio of Investments (continued)
March 31, 1999

<TABLE>
<CAPTION>

    FACE                                                                                          RATINGS+      MARKET
   AMOUNT                                  MUNICIPAL BONDS                                       MOODY'S/S&P     VALUE
 ----------                               ----------------                                      ------------  -----------
<S>            <C>                                                                                 <C>        <C>
 $1,500,000    Pennsylvania State GOs, 5% due 3/1/2017 .................................           Aa3/AA     $ 1,499,940

  1,000,000    Pennsylvania State Turnpike Commission Rev., 6% due 12/1/2017 ...........           Aaa/AAA      1,079,460

  1,300,000    Philadelphia, PA Airport Rev., 6.10% due 6/15/2025* .....................           Aaa/AAA      1,404,650

  1,000,000    Philadelphia, PA Parking Authority Airport Parking Rev., 5 1/2% due 9/1/2018        Aaa/AAA      1,038,520

    450,000    Philadelphia Redevelopment Authority, PA (Home Mortgage Rev.),
                  9% due 6/1/2017 ......................................................           NR/AA          489,901

  1,000,000    Pittsburgh, PA Water & Sewer Authority Rev., 5.65% due 9/1/2025 .........           Aaa/AAA      1,091,350

  1,000,000    Schuylkill County, PA Industrial Development Authority Rev. (Charity
                  Obligated Group), 5% due 11/1/2028 ...................................           Aa2/AA+        948,250
                                                                                                              -----------
TOTAL MUNICIPAL BONDS (COST $27,904,272) -- 102.2% .....................................................       29,738,742

VARIABLE RATE DEMAND NOTES (COST $200,000) -- 0.7% .....................................................          200,000

OTHER ASSETS LESS LIABILITIES -- (2.9)% ................................................................         (850,629)
                                                                                                              -----------
NET ASSETS -- 100.0% ...................................................................................      $29,088,113
                                                                                                              ===========
<FN>
- ------------------
+ Ratings have not been audited by Deloitte & Touche LLP.
* Interest income earned from this security is subject to the federal
  alternative minimum tax.
See notes to financial statements.
</FN>
</TABLE>

                                      6

<PAGE>
Statement of Assets and Liabilities
March 31, 1999

<TABLE>

<S>                                                                       <C>                       <C>
ASSETS:
Investments, at value:
   Long-term holdings (Cost $27,904,272)....................              $29,738,742
   Short-term holdings (Cost $200,000)......................                  200,000               $29,938,742
                                                                         ------------
Cash.................................................................................                   127,142
Interest receivable..................................................................                   425,050
Expenses prepaid to shareholder service agent........................................                     4,231
Other................................................................................                       318
                                                                                                    -----------
TOTAL ASSETS.........................................................................                30,495,483
                                                                                                    -----------
LIABILITIES:
Payable for securities purchased.....................................................                 1,233,746
Dividends payable....................................................................                    46,676
Payable for Shares of Beneficial Interest repurchased................................                    30,317
Accrued expenses and other...........................................................                    96,631
                                                                                                    -----------
TOTAL LIABILITIES....................................................................                 1,407,370
                                                                                                    -----------
NET ASSETS...........................................................................               $29,088,113
                                                                                                    ===========
COMPOSITION OF NET ASSETS:
Shares of Beneficial Interest, at par ($.001 par value; unlimited shares
   authorized; 3,646,914 shares outstanding):
   Class A...........................................................................               $     3,529
   Class D...........................................................................                       118
Additional paid-in capital...........................................................                27,164,684
Undistributed net realized gain......................................................                    85,312
Net unrealized appreciation of investments...........................................                 1,834,470
                                                                                                    -----------
NET ASSETS...........................................................................               $29,088,113
                                                                                                    ===========
NET ASSET VALUE PER SHARE:
CLASS A ($28,150,594 / 3,529,269 shares).............................................                     $7.98
                                                                                                          =====
CLASS D ($937,519 / 117,645 shares)..................................................                     $7.97
                                                                                                          =====
</TABLE>

- ------------------
See notes to financial statements.

                                      7

<PAGE>
Statement of Operations
For the Six Months Ended March 31, 1999

<TABLE>

INVESTMENT INCOME:
<S>                                                                                   <C>                  <C>
INTEREST......................................................................................             $795,379

EXPENSES:
Management fee.................................................................       $ 74,096
Distribution and service fees..................................................         40,635
Shareholder account services...................................................         23,432
Auditing and legal fees........................................................         19,501
Trustees' fees and expenses....................................................          8,599
Shareholder reports and communications.........................................          8,593
Registration...................................................................          6,677
Custody and related services...................................................          2,745
Miscellaneous..................................................................          1,100
                                                                                      --------
Total Expenses................................................................................              185,378
                                                                                                           --------
Net Investment Income.........................................................................              610,001

NET REALIZED AND UNREALIZED
  GAIN (LOSS) ON INVESTMENTS:
Net realized gain on investments...............................................         91,365
Net change in unrealized appreciation of investments...........................       (496,912)
                                                                                      --------
Net Loss on Investments.......................................................................             (405,547)
                                                                                                           --------
Increase in Net Assets from Operations........................................................             $204,454
                                                                                                           ========
</TABLE>

- ------------------
See notes to financial statements.

                                      8

<PAGE>
Statements of Changes in Net Assets

<TABLE>
<CAPTION>

                                                                                       SIX MONTHS             YEAR
                                                                                          ENDED               ENDED
                                                                                         3/31/99             9/30/98
OPERATIONS:                                                                           -------------     -------------
<S>                                                                                   <C>               <C>
Net investment income.........................................................        $   610,001       $  1,316,340
Net realized gain on investments..............................................             91,365            544,834
Net change in unrealized appreciation of investments..........................           (496,912)           806,321
                                                                                      -----------       ------------
Increase in Net Assets from Operations........................................            204,454          2,667,495
                                                                                      -----------       ------------
DISTRIBUTIONS TO SHAREHOLDERS:
Net investment income:
   Class A....................................................................           (596,333)        (1,288,647)
   Class D....................................................................            (13,668)           (27,693)
Net realized gain on investments:
   Class A....................................................................           (531,302)          (305,259)
   Class D....................................................................            (13,843)            (8,304)
                                                                                      -----------       ------------
Decrease in Net Assets from Distributions.....................................         (1,155,146)        (1,629,903)
                                                                                      -----------       ------------
</TABLE>

<TABLE>
<CAPTION>

                                                              SHARES
                                                ----------------------------------
                                                 SIX MONTHS              YEAR
TRANSACTIONS IN SHARES OF                           ENDED               ENDED
  BENEFICIAL INTEREST:                             3/31/99             9/30/98
                                                --------------      --------------
<S>                                               <C>                  <C>                       <C>               <C>
Net proceeds from sale of shares:
   Class A.................................       29,147               79,757                    235,253           640,708
   Class D.................................       31,165               13,895                    251,273           112,854
Shares issued in payment of dividends:
   Class A.................................       39,021               83,374                    314,197           669,895
   Class D.................................          945                2,463                      7,590            19,744
Exchanged from associated Funds:
   Class A.................................       12,406               26,798                    100,372           216,297
   Class D.................................       25,844                  629                    209,285             5,046
Shares issued in payment of gain distributions:
   Class A.................................       46,128               26,265                    369,025           207,232
   Class D.................................        1,200                1,015                      9,588             8,002
                                                --------             --------                -----------       -----------
Total......................................      185,856              234,196                  1,496,583         1,879,778
                                                 -------             --------                -----------       -----------
Cost of shares repurchased:
   Class A.................................     (180,619)            (346,731)                (1,453,465)       (2,789,014)
   Class D.................................      (15,231)             (44,446)                  (122,736)         (358,480)
Exchanged into associated Funds:
   Class A.................................       (8,736)             (59,074)                   (70,091)         (469,552)
   Class D.................................           --               (2,476)                        --           (19,989)
                                                 -------             --------                -----------       -----------
Total......................................     (204,586)            (452,727)                (1,646,292)       (3,637,035)
                                                 -------             --------                -----------       -----------
Decrease in Net Assets from Transactions
   in Shares of Beneficial Interest........      (18,730)            (218,531)                  (149,709)       (1,757,257)
                                                 =======             ========                -----------       -----------
Decrease in Net Assets.......................................................                 (1,100,401)         (719,665)

NET ASSETS:
Beginning of period..........................................................                 30,188,514        30,908,179
                                                                                             -----------       -----------
End of Period................................................................                $29,088,113       $30,188,514
                                                                                             ===========       ===========
</TABLE>

- ------------------
See notes to financial statements.

                                      9

<PAGE>
NOTES TO FINANCIAL STATEMENTS

1. Multiple Classes of Shares -- Seligman Pennsylvania Municipal Fund (the
"Fund") offers two classes of shares. Class A shares are sold with an initial
sales charge of up to 4.75% and a continuing service fee of up to 0.25% on an
annual basis. Class A shares purchased in an amount of $1,000,000 or more are
sold without an initial sales charge but are subject to a contingent deferred
sales charge ("CDSC") of 1% on redemptions within 18 months of purchase. Class D
shares are sold without an initial sales charge but are subject to a
distribution fee of up to 0.75% and a service fee of up to 0.25% on an annual
basis, and a CDSC of 1% imposed on redemptions made within one year of purchase.
The two classes of shares represent interests in the same portfolio of
investments, have the same rights, and are generally identical in all respects
except that each class bears its separate distribution and certain other class
expenses, and has exclusive voting rights with respect to any matter on which a
separate vote of any class is required.

2. Significant Accounting Policies -- The financial statements have been
prepared in conformity with generally accepted accounting principles which
require management to make certain estimates and assumptions at the date of the
financial statements. The following summarizes the significant accounting
policies of the Fund:

a. Security Valuation -- All municipal securities and other short-term
   holdings maturing in more than 60 days are valued based upon quotations
   provided by an independent pricing service or, in their absence, at fair
   value determined in accordance with procedures adopted by the Trustees.
   Short-term holdings maturing in 60 days or less are generally valued at
   amortized cost.

b. Federal Taxes -- There is no provision for federal income tax. The Fund has
   elected to be taxed as a regulated investment company and intends to
   distribute substantially all taxable net income and net gain realized.

c. Security Transactions and Related Investment Income -- Investment
   transactions are recorded on trade dates. Identified cost of investments
   sold is used for both financial statement and federal income tax purposes.
   Interest income is recorded on the accrual basis. The Fund amortizes
   original issue discounts and premiums paid on purchases of portfolio
   securities. Discounts other than original issue discounts are not amortized.

d. Multiple Class Allocations -- All income, expenses (other than
   class-specific expenses), and realized and unrealized gains or losses are
   allocated daily to each class of shares based upon the relative value of the
   shares of each class. Class-specific expenses, which include distribution
   and service fees and any other items that are specifically attributable to a
   particular class, are charged directly to such class. For the six months
   ended March 31, 1999, distribution and service fees were the only
   class-specific expenses.

e. Distributions to Shareholders -- Dividends are declared daily and paid
   monthly. Other distributions paid by the Fund are recorded on the
   ex-dividend date. The treatment for financial statement purposes of
   distributions made to shareholders during the year from net investment
   income or net realized gains may differ from their ultimate treatment for
   federal income tax purposes. These differences are caused primarily by
   differences in the timing of the recog nition of certain components of
   income, expense, or realized capital gain for federal income tax purposes.
   Where such differ ences are permanent in nature, they are reclassified in
   the components of net assets based on their ultimate characterization for
   federal income tax purposes. Any such reclassifications will have no effect
   on net assets, results of operations or net asset value per share of the
   Fund.

                                      10

<PAGE>
NOTES TO FINANCIAL STATEMENTS

3. Purchases and Sales of Securities -- Purchases and sales of portfolio
securities, excluding short-term investments, for the six months ended March 31,
1999, amounted to $2,183,788 and $926,234, respectively.

    At March 31, 1999, the cost of investments for federal income tax purposes
was substantially the same as the cost for financial reporting purposes, and the
tax basis gross unrealized appreciation and depreciation of investments amounted
to $1,841,495 and $7,025, respectively.

4. Management Fee, Distribution Services, and Other Transactions -- J. & W.
Seligman & Co. Incorporated (the "Manager") manages the affairs of the Fund and
provides the necessary personnel and facilities. Compensation of all officers
of the Fund, all trustees of the Fund who are employees or consultants of the
Manager, and all personnel of the Fund and the Manager is paid by the Manager.
The Manager's fee, calculated daily and payable monthly, is equal to 0.50% per
annum of the Fund's average daily net assets.

   Seligman Advisors, Inc. (the "Distributor"), agent for the distribution of
the Fund's shares and an affiliate of the Manager, received concessions of
$1,209 for sales of Class A shares, after commissions of $9,236 paid to
dealers.

   The Fund has an Administration, Shareholder Services and Distribution Plan
(the "Plan") with respect to distribution of its shares. Under the Plan, with
respect to Class A shares, service organizations can enter into agreements with
the Distributor and receive a continuing fee of up to 0.25% on an annual basis,
payable quarterly, of the average daily net assets of the Class A shares
attributable to the particular service organizations for providing personal
services and/or the maintenance of shareholder accounts. The Distributor charges
such fees to the Fund pursuant to the Plan. For the six months ended March 31,
1999, fees incurred aggregated $36,606, or 0.25% per annum of the average daily
net assets of Class A shares.

   Under the Plan, with respect to Class D shares, service organizations can
enter into agreements with the Distributor and receive a continuing fee for
providing personal services and/or the maintenance of shareholder accounts of up
to 0.25% on an annual basis of the average daily net assets of the Class D
shares for which the organizations are responsible; and fees for providing other
distribution assistance of up to 0.75% on an annual basis of such average daily
net assets. Such fees are paid monthly by the Fund to the Distributor pursuant
to the Plan. For the six months ended March 31, 1999, fees incurred under the
Plan amounted to $4,029, or 1% per annum of the average daily net assets of
Class D shares.

   The Distributor is entitled to retain any CDSC imposed on redemptions of
Class D shares occurring within one year of purchase and on certain redemptions
of Class A shares occurring within 18 months of purchase. For the six months
ended March 31, 1999, there were no such charges.

   Seligman Services, Inc., an affiliate of the Manager, is eligible to receive
commissions from certain sales of shares of the Fund, as well as distribution
and service fees pursuant to the Plan. For the six months ended March 31, 1999,
Seligman Services, Inc. received commissions of $149 from the sale of shares of
the Fund. Seligman Services, Inc. also received distribution and service fees of
$1,957, pursuant to the Plan.

   Seligman Data Corp., which is owned by certain associated investment
companies, charged at cost $23,432 for shareholder account services.

   Certain officers and trustees of the Fund are officers or directors of the
Manager, the Distributor, Seligman Services, Inc., and/or Seligman Data Corp.

   The Fund has a compensation arrangement under which trustees who receive fees
may elect to defer receiving such fees. Trustees may elect to have their
deferred fees accrue interest or earn a return based on the performance of the
Fund or other funds in the Seligman Group of Investment Companies. The cost of

                                      11

<PAGE>
NOTES TO FINANCIAL STATEMENTS

such fees and earnings accrued thereon is included in trustees' fees and
expenses, and the accumulated balance thereof at  March 31, 1999, of $44,694 is
included in other liabilities. Deferred fees and related accrued earnings are
not deductible for federal income tax purposes until such amounts are paid.

5. Committed Line of Credit -- Effective July 1, 1998, the Fund entered into a
joint $800 million committed line of credit that is shared by substantially all
funds in the Seligman Group of Investment Companies. The Fund's borrowings are
limited to 10% of its net assets. Borrowings pursuant to the credit facility
are subject to interest at a rate equal to the overnight federal funds rate
plus 0.50%. The Fund incurs a commitment fee of 0.08% per annum on its share of
the unused portion of the credit facility. The credit facility may be drawn
upon only for temporary purposes and is subject to certain other customary
restrictions. The credit facility commitment expires one year from the date of
the agreement but is renewable with the consent of the participating banks. To
date, the Fund has not borrowed from the credit facility.

                                      12

<PAGE>
FINANCIAL HIGHLIGHTS

   The tables below are intended to help you understand each Class's financial
performance for the past five and one-half years or from its inception if less
than five and one-half years. Certain information reflects financial results for
a single share of a Class that was held throughout the periods shown. Per share
amounts are calculated using average shares outstanding. "Total return" shows
the rate that you would have earned (or lost) on an investment in each Class,
assuming you reinvested all your dividend and capital gain distributions. Total
returns do not reflect any sales charges, and are not annualized for periods of
less than one year.

<TABLE>
<CAPTION>

                                                                                   CLASS A
                                                   ----------------------------------------------------------------
                                                     SIX MONTHS
                                                       ENDED              YEAR ENDED SEPTEMBER 30,
                                                                ---------------------------------------------------
                                                      3/31/99      1998      1997       1996      1995       1994
                                                   ------------  --------  --------   --------  --------   --------
<S>                                                    <C>        <C>       <C>        <C>       <C>        <C>
PER SHARE DATA:

Net Asset Value, Beginning of Period...............    $8.24      $7.96     $7.82      $7.79     $7.55      $8.61
                                                       -----      -----     -----      -----     -----      -----
Income from Investment Operations:
Net investment income..............................     0.17       0.35      0.36       0.38      0.38       0.39
Net realized and unrealized gain (loss)
  on investments...................................    (0.11)      0.36      0.24       0.12      0.37      (0.80)
                                                       -----      -----     -----      -----     -----      -----
Total from Investment Operations...................     0.06       0.71      0.60       0.50      0.75      (0.41)
                                                       -----      -----     -----      -----     -----      -----
Less Distributions:
Dividends from net investment income...............    (0.17)     (0.35)    (0.36)     (0.38)    (0.38)     (0.39)
Distributions from net realized capital gain.......    (0.15)     (0.08)    (0.10)     (0.09)    (0.13)     (0.26)
                                                       -----      -----     -----      -----     -----      -----
Total Distributions................................    (0.32)     (0.43)    (0.46)     (0.47)    (0.51)     (0.65)
                                                       -----      -----     -----      -----     -----      -----
Net Asset Value, End of Period.....................    $7.98      $8.24     $7.96      $7.82     $7.79      $7.55
                                                       =====      =====     =====      =====     =====      =====
TOTAL RETURN:                                           0.68%      9.20%     7.89%      6.57%    10.55%     (5.00)%

RATIOS/SUPPLEMENTAL DATA:
Net Assets, end of period (000s omitted)...........   $28,151    $29,582   $30,092    $31,139   $33,251    $34,943
Ratio of expenses to average net assets............     1.23%+     1.19%     1.19%      1.11%     1.21%      1.16%
Ratio of net income to average net assets..........     4.14%+     4.34%     4.60%      4.82%     5.05%      4.91%
Portfolio turnover rate............................     3.19%     13.05%    32.99%      4.56%    11.78%      7.71%

</TABLE>

- ------------------
See footnotes on page 14.

                                      13

<PAGE>
FINANCIAL HIGHLIGHTS

<TABLE>
<CAPTION>


                                                                                   CLASS D
                                                   ----------------------------------------------------------------
                                                     SIX MONTHS
                                                       ENDED              YEAR ENDED SEPTEMBER 30,         2/1/94*
                                                                ----------------------------------------     TO
                                                      3/31/99      1998      1997       1996      1995     9/30/94
                                                   ------------  --------  --------   --------  --------   --------
<S>                                                    <C>        <C>       <C>        <C>       <C>        <C>
PER SHARE DATA:
Net Asset Value, Beginning of Period...........        $8.23      $7.95     $7.81      $7.78     $7.54      $8.37
                                                       -----      -----     -----      -----     -----      -----
Income from Investment Operations:
Net investment income..........................         0.14       0.29      0.30       0.32      0.31       0.22
Net realized and unrealized gain (loss)
  on investments...............................        (0.11)      0.36      0.24       0.12      0.37      (0.83)
                                                       -----      -----     -----      -----     -----      -----
Total from Investment Operations...............         0.03       0.65      0.54       0.44      0.68      (0.61)
                                                       -----      -----     -----      -----     -----      -----
Less Distributions:
Dividends from net investment income...........        (0.14)     (0.29)    (0.30)     (0.32)    (0.31)     (0.22)
Distributions from net realized capital gain...        (0.15)     (0.08)    (0.10)     (0.09)    (0.13)        --
                                                       -----      -----     -----      -----     -----      -----
Total Distributions............................        (0.29)     (0.37)    (0.40)     (0.41)    (0.44)     (0.22)
                                                       -----      -----     -----      -----     -----      -----
Net Asset Value, End of Period.................        $7.97      $8.23     $7.95      $7.81     $7.78      $7.54
                                                       =====      =====     =====      =====     =====      =====
TOTAL RETURN:                                           0.30%      8.36%     7.07%      5.76%     9.53%     (7.50)%

RATIOS/SUPPLEMENTAL DATA:
Net Assets, end of period (000s omitted).......          $937       $607      $816       $876      $426        $43
Ratio of expenses to average net assets........         1.98%+     1.97%     1.96%      1.88%     2.23%      2.00%+
Ratio of net income to average net assets......         3.39%+     3.56%     3.83%      4.05%     4.10%      4.20%+
Portfolio turnover rate........................         3.19%     13.05%    32.99%      4.56%    11.78%      7.71%++

<FN>
- ------------------
 * Commencement of offering of Class D shares.
 + Annualized.
++ For the year ended September 30, 1994.
See notes to financial statements.
</FN>
</TABLE>

                                      14

<PAGE>
Report of Independent Auditors

The Trustees and Shareholders,
Seligman Pennsylvania Municipal Fund:

We have audited the accompanying statement of assets and liabilities, including
the portfolio of investments, of Seligman Pennsylvania Municipal Fund as of
March 31, 1999, the related statements of operations for the six months then
ended and of changes in net assets for the six months then ended and for the
year ended September 30, 1998, and the financial highlights for each of the
periods presented. These financial statements and financial highlights are the
responsibility of the Fund's management. Our responsibility is to express an
opinion on these financial statements and financial highlights based on our
audits.

We conducted our audits in accordance with generally accepted auditing
standards. Those standards require that we plan and perform the audit to obtain
reasonable assurance about whether the financial statements and financial
highlights are free of material misstatement. An audit includes examining, on a
test basis, evidence supporting the amounts and disclosures in the financial
statements. Our procedures included confirmation of securities owned as of
March 31, 1999 by correspondence with the Fund's custodian and brokers; where
replies were not received from brokers, we performed other auditing procedures.
An audit also includes assessing the accounting principles used and significant
estimates made by management, as well as evaluating the overall financial
statement presentation. We believe that our audits provide a reasonable basis
for our opinion.

In our opinion, such financial statements and financial highlights referred to
above present fairly, in all material respects, the financial position of
Seligman Pennsylvania Municipal Fund as of March 31, 1999, the results of its
operations, the changes in its net assets, and the financial highlights for the
respective stated periods, in conformity with generally accepted accounting
principles.

DELOITTE & TOUCHE LLP
New York, New York
April 30, 1999


                                      15

<PAGE>
TRUSTEES

John R. Galvin 2, 4
Dean, Fletcher School of Law and Diplomacy
   at Tufts University
Director, Raytheon Company

Alice S. Ilchman 3, 4
Trustee, Committee for Economic Development
Chairman, The Rockefeller Foundation

Frank A. McPherson 2, 4
Director, Kimberly-Clark Corporation
Director, Baptist Medical Center

John E. Merow  2, 4
Retired Chairman and Senior Partner,
   Sullivan & Cromwell, Law Firm
Director, Commonwealth Industries, Inc.
Director, New York Presbyterian Hospital

Betsy S. Michel 2, 4
Trustee, The Geraldine R. Dodge Foundation
Chairman of the Board of Trustees, St. George's School

William C. Morris 1
Chairman
Chairman of the Board,
   J. & W. Seligman & Co. Incorporated
Chairman, Carbo Ceramics Inc.
Director, Kerr-McGee Corporation

James C. Pitney 3, 4
Retired Partner, Pitney, Hardin, Kipp & Szuch,
   Law Firm

James Q. Riordan 3, 4
Director, KeySpan Energy Corporation
Trustee, Committee for Economic Development
Director, Public Broadcasting Service

Richard R. Schmaltz 1
Managing Director, Director of Investments,
   J. & W. Seligman & Co. Incorporated
Trustee Emeritus, Colby College

Robert L. Shafer 3, 4
Retired Vice President, Pfizer Inc.

James N. Whitson 2, 4
Director and Consultant, Sammons Enterprises, Inc.
Director, CommScope, Inc.
Director, C-SPAN

Brian T. Zino 1
President
President, J. & W. Seligman & Co. Incorporated
Chairman, Seligman Data Corp.
Director, ICI Mutual Insurance Company

Trustee Emeritus
Fred E. Brown
Director and Consultant,
   J. & W. Seligman & Co. Incorporated

- ----------------
Member:    1 Executive Committee
           2 Audit Committee
           3 Trustee Nominating Committee
           4 Board Operations Committee

                                      16

<PAGE>
EXECUTIVE OFFICERS

William C. Morris
Chairman

Brian T. Zino
President

Thomas G. Moles
Vice President

Lawrence P. Vogel
Vice President

Thomas G. Rose
Treasurer

Frank J. Nasta
Secretary

FOR MORE INFORMATION

Manager
J. & W. Seligman & Co. Incorporated
100 Park Avenue
New York, NY 10017

General Counsel
Sullivan & Cromwell

Independent Auditors
Deloitte & Touche LLP

General Distributor
Seligman Advisors, Inc.
100 Park Avenue
New York, NY 10017

Shareholder Service Agent
Seligman Data Corp.
100 Park Avenue
New York, NY 10017

Important Telephone Numbers
(800) 221-2450       Shareholder Services
(212) 682-7600       Outside the United States
(800) 622-4597       24-Hour Automated
                     Telephone Access Service

                                      17

<PAGE>
GLOSSARY OF FINANCIAL TERMS

Capital Gain Distribution -- A payment to mutual fund shareholders of profits
realized on the sale of securities in the fund's portfolio.

Capital Appreciation/Depreciation -- An increase or decrease in the market
value of a mutual fund's portfolio securities, which is reflected in the net
asset value of the fund's shares. Capital appreciation/depreciation of an
individual security is in relation to the original purchase price.

Compounding -- The change in the value of an investment as shareholders receive
earnings on their investment's earnings. For example, if $1,000 is invested at
a fixed rate of 7% a year, the initial investment is worth $1,070 after one
year. If the return is compounded, second year earnings will not be based on
the original $1,000, but on the $1,070, which includes the first year's
earnings.

Contingent Deferred Sales Charge (CDSC) -- Depending on the class of shares
owned, a fee charged by a mutual fund when shares are sold back to the fund
(the CDSC expires after a fixed time period).

Dividend -- A payment by a mutual fund, usually derived from the fund's net
investment income (dividends and interest less expenses).

Dividend Yield -- A measurement of a fund's dividend as a percentage of the
maximum offering price or net asset value.

Expense Ratio -- The cost of doing business for a mutual fund, expressed as a
percent of the fund's net assets.

Investment Objective -- The shared investment goal of a fund and its
shareholders.

Management Fee -- The amount paid by a mutual fund to its investment
advisor(s).

Multiple Classes of Shares -- Although an individual mutual fund invests in
only one portfolio of securities, it may offer investors several purchase
options which are "classes" of shares. Multiple classes permit shareholders to
choose the fee structure that best meets their needs and goals. Generally, each
class will differ in terms of how and when sales charges and certain fees are
assessed.

National Association of Securities Dealers, Inc. (NASD) -- A self-regulatory
body with authority over firms that distribute mutual funds.

Net Asset Value (NAV) Per Share -- The market worth of one fund share, obtained
by adding a mutual fund's total assets (securities, cash, and any accrued
earnings), subtracting liabilities, and dividing the resulting net assets by the
number of shares outstanding.

Offering Price -- The price at which a mutual fund's share can be purchased.
The offering price is the current net asset value per share plus any sales
charge.

Portfolio Turnover -- A measure of the trading activity in a mutual fund's
investment portfolio that reflects how often securities are bought and sold.

Prospectus -- The legal document describing a mutual fund to all prospective
shareholders. It contains information required by the Securities and Exchange
Commission, such as the fund's investment objective and policies, services,
investment restrictions, how shares are bought and sold, fund fees and other
charges, and the fund's financial highlights.

SEC Yield -- SEC Yield refers to the net income earned by a fund during a
recent 30-day period. This income is annualized and then divided by the maximum
offering price per share on the last day of the 30-day period. The SEC Yield
formula reflects semiannual compounding.

Securities and Exchange Commission -- The primary US federal agency that
regulates the registration and distribution of mutual fund shares.

Statement of Additional Information -- A document that contains more detailed
information about an investment company and that supplements the prospectus. It
is available at no charge upon request.

Total Return -- A measure of fund performance encompassing all elements of
return. Reflects the change in share price over a given period and assumes all
distributions are taken in additional fund shares. The Average Annual Total
Return represents the average annual compounded rate of return for the periods
presented.

Yield on Securities -- For bonds, the current yield is the coupon rate of
interest, divided by the purchase price. For stocks, the yield is measured by
dividing dividends paid by the maximum offering price of the stock.

- -----------
Adapted from the Investment Company Institute's 1998 Mutual Fund Fact Book.

                                      18

<PAGE>

SELIGMAN

PENNSYLVANIA
MUNICIPAL FUND


                               Mid-Year Report
                               March 31, 1999

                               Providing Income
                             Exempt From Regular
                                  Income Tax

                           SELIGMAN ADVISORS, INC.
                               an affiliate of

                                 [Logo]
                           J. & W. SELIGMAN & CO.
                                 INCORPORATED
                               ESTABLISHED 1864

This report is intended only for the information of shareholders or those who
have received the offering prospectus covering shares of Beneficial Interest of
Seligman Pennsylvania Municipal Fund, which contains information about the sales
charges, management fee, and other costs. Please read the prospectus carefully
before investing or sending money.

TEDPA3 3/99




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