SELIGMAN PENNSYLVANIA MUNICIPAL FUND SERIES
N-30D, 2000-12-13
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<PAGE>

                             SELIGMAN ADVISORS, INC.
                                 an affiliate of

                                     [LOGO]

                            J. & W. SELIGMAN & CO.
                                  INCORPORATED
                                ESTABLISHED 1864

                                www.seligman.com


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.
                                                                     TEDPA2 9/00

                                          SELIGMAN
                              --------------------
                                      PENNSYLVANIA
                              MUNICIPAL FUND, INC.


                                  ANNUAL REPORT
                               SEPTEMBER 30, 2000

                                    -------

                                Providing Income
                              Exempt From Regular
                                   Income Tax

<PAGE>

TO THE SHAREHOLDERS

The year ended September 30, 2000 was an increasingly positive one for
fixed-income securities. The beginning of 2000 saw a climate of rising interest
rates and uncertainty about the US economy's direction. As the year progressed,
however, general economic trends and the law of supply and demand -- lower
issuances and higher investor demand -- converged to create a more favorable
environment for bonds overall and municipal bonds specifically. These factors
were reflected in the strong performance of Seligman Pennsylvania Municipal
Fund, which returned 5.33% during this period based on the net asset value of
Class A shares.

By June of this year it was apparent that the Federal Reserve Board's efforts to
slow the economy to a more sustainable pace were having an effect. Leading
economic indicators such as new home sales, manufacturing, corporate earnings,
and retail sales all pointed to an economy that is still strong, but whose
growth has slowed. The Fed responded to these signs by leaving interest rates
untouched in June, August, and October of this year.

Despite the slowing, the Fed indicated that inflation is still a concern going
forward because of high oil prices, the continued tight labor market, and the
fact that consumer spending still outpaces personal income. Nonetheless, because
of the presidential election and given the economic slowdown, we don't
anticipate further rate hikes in 2000, although they can't be ruled out at some
point in 2001.

Against this backdrop of stabilizing interest rates, both Treasuries and
municipal bonds have benefited from an environment of shrinking supply and
increased demand. The Treasury Department's debt buyback program has reduced the
supply of Treasuries. In the case of municipal bonds, the strong economy has
increased government tax revenues, and many cities and states have therefore
issued fewer bonds for the purpose of raising funds. Moreover, higher interest
rates have made it more costly for municipalities to borrow money, further
reducing the pool of available municipal bonds. These two factors should work in
conjunction to restrain new issue supply, thus increasing the possibility of
rising market prices for issued municipal bonds.

At the same time, inflation fears and earnings warnings caused great volatility
in the stock market this year, prompting some investors to seek greater
stability in fixed-income securities. If recent stock market volatility
continues and if market returns remain lackluster, there will be further
increased demand for the tax-free returns and the diversifying effect of munis.

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, as well as the Fund's portfolio of investments,
financial statements, and performance history, follows this letter.

By order of the Trustees,

/s/ William C. Morris
William C. Morris
Chairman
                                                              /s/ Brian T. Zino
                                                                  Brian T. Zino
                                                                      President
November 10, 2000

                                       1
<PAGE>

INTERVIEW WITH YOUR PORTFOLIO MANAGER,
THOMAS G. MOLES

Q: What economic and market factors have influenced Seligman Pennsylvania
   Municipal Fund during the past twelve months?

A: Throughout the period, the direction of the municipal bond market was
   influenced by a combination of factors, including the state of the economy,
   supply and demand dynamics, and the planned reduction in US Treasury debt
   issuance. At this time last year, long-term yields were trending higher in
   response to a strengthening economy. By the start of the new year, it
   appeared that the pace of growth was moderating and long-term municipal
   yields began a long-awaited decline, supported by a slowdown in municipal new
   issue supply. However, the rally would prove premature as the economy, once
   again, surprised the financial markets with its resilience, sending bond
   yields sharply higher. It would take another round of tightening by the
   Federal Reserve Board in May to reverse the bond market decline and to
   restore investor confidence. For the remainder of the Fund's fiscal year,
   municipal market sentiment was optimistic, which contributed to the positive
   performance of the market and of the Fund.

   Municipal new issue supply declined during the year due mostly to a
   significant reduction in refunding volume. The higher cost of borrowing
   prevented many issuers from retiring outstanding, higher-coupon debt through
   the issuance of refunding bonds. The lack of supply helped to stabilize the
   market during periods of rising interest rates.

   In January 2000, the US Treasury Department announced its proposal to
   eliminate the national debt by 2013 through a reduction in future issuance
   and the buyback of outstanding Treasury issues. This decision had
   wide-ranging implications, not the least of which was the impact on the
   Treasury yield curve. As the supply of the benchmark 30-year Treasury bond
   began to contract, the yield curve inverted, and the 30-year Treasury yield
   fell below the 10-year yield. While the municipal yield curve remained
   positively sloped during the period, it was nevertheless influenced by the
   behavior of the Treasury curve and the spread between short-term and
   long-term municipal yields narrowed significantly. This flattening, together
   with the overall decline in interest rates, caused long-term

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.

[PICTURE]

Seligman Municipals Team: (standing, from left) Audrey Kuchtyak, Debra
McGuinness, (seated, from left) Eileen Comerford, Theresa Barion, Thomas G.
Moles (Portfolio Manager)
                                       2

<PAGE>
INTERVIEW WITH YOUR PORTFOLIO MANAGER,
THOMAS G. MOLES

   municipal bonds, which comprise the majority of the Fund, to significantly
   outperform short- and intermediate-term municipal bonds.

   The unprecedented prosperity of the past decade has improved the financial
   status of the nation's states, cities, and municipalities. Credit rating
   upgrades have exceeded downgrades by a wide margin in recent years, a trend
   that is expected to continue. Further, the companies that insure municipal
   bonds have seen their profit picture improve as a result of more conservative
   underwriting policies, as well as an expansion into new, and often more
   lucrative, markets. Seligman Pennsylvania Municipal Fund has a significant
   percentage of insured bonds in its portfolio. The creditworthiness of these
   holdings is enhanced by a strengthening municipal insurance industry.

Q: What was your strategy?

A: During the past year, periods of rising interest rates negatively impacted
   net asset values of the Fund. As a result, Seligman Pennsylvania Municipal
   Fund experienced an increase in redemptions that necessitated the selling of
   portfolio holdings. Given our positive long-term outlook for the municipal
   market, we opted to reduce holdings of defensive securities in order to
   better position the Fund to benefit from an expected future decline in
   interest rates. Purchases were concentrated in long-term bonds because they
   continue to offer the highest yields and provide the greatest potential for
   price appreciation during periods of declining interest rates. (Conversely,
   when interest rates rise, long-term bonds will depreciate more in price than
   shorter maturity bonds.) This strategy caused the Fund to underperform the
   market while rates were still climbing, but contributed to the competitive
   investment performance reported for the Fund's fiscal year.

   The Fund remains diversified among the various sectors of the municipal
   market. While we seek opportunities in all sectors, we increased our focus in
   the health care sector, which has been experiencing financial difficulties
   due primarily to a reduction in government reimbursements and the growth of
   managed care. Many hospitals have been downgraded by municipal rating
   agencies and remain vulnerable to further credit deterioration. However,
   there are still many well-managed, financially secure hospitals that are
   trading at attractive levels because of the negative outlook for the industry
   as a whole. Through in-depth credit analysis, we identified opportunities and
   have selectively purchased health care bonds. Currently, all of the Fund's
   healthcare positions are insured and rated AAA, the highest rating available.
   Our seasoned municipal team continually monitors all portfolio holdings to
   ensure that they meet our credit criteria.

Q: What is your outlook?

A: The Federal Reserve Board voted to leave policy unchanged at its October
   meeting, a move widely anticipated by the financial markets. The decision was
   motivated by growing evidence of a slowdown in the pace of US economic
   growth. Further, productivity improvements continue to contain labor costs
   despite the lowest unemployment rate in over 30 years. However, the Fed
   stressed its intention to remain vigilant for signs of a buildup in
   inflationary pressures given prevailing tight labor markets and the more
   recent uptick in energy costs. Until the Fed has declared a victory in the
   war on inflation, interest rates will likely fluctuate in response to the
   latest economic reports. Any upward movement in long-term interest rates
   should continue to be tempered by the supply contraction in the Treasury and
   municipal markets. Investment performance for Seligman Pennsylvania Municipal
   Fund's fiscal year has been positive, and we remain hopeful that the year
   2000 will end on a positive note as well.

                                       3
<PAGE>
PERFORMANCE OVERVIEW AND PORTFOLIO SUMMARY

   This chart compares a $10,000 hypothetical investment made in Seligman
Pennsylvania Municipal Fund Class A shares with and without the initial 4.75%
maximum sales charge, and assumes that all distributions within the period are
invested in additional shares, for the 10-year period ended September 30, 2000,
to a $10,000 hypothetical investment made in the Lehman Brothers Municipal Bond
Index (Lehman Index) for the same period. The performances of Seligman
Pennsylvania Municipal Fund Class C and Class D shares are not shown in this
chart but are included in the table on page 5. It is important to keep in mind
that the Lehman Index does not include any fees or sales charges and does not
reflect state-specific bond market performance. The table on page 5 also
includes relevant portfolio characteristics. Past performance is not indicative
of future investment results.


SELIGMAN PENNSYLVANIA MUNICIPAL FUND CLASS A

                      VALUE
              ----------------------
                 With       Without
    DATE         Load        Load     Lehman
---------------------------------------------
  30-Sep-90       9,520      10,000   10,000
  31-Dec-90       9,993      10,497   10,431
  31-Mar-91      10,145      10,656   10,667
  30-Jun-91      10,386      10,909   10,894
  30-Sep-91      10,795      11,340   11,318
  31-Dec-91      11,121      11,682   11,698
  31-Mar-92      11,156      11,719   11,733
  30-Jun-92      11,595      12,180   12,179
  30-Sep-92      11,879      12,478   12,502
  31-Dec-92      12,158      12,771   12,729
  31-Mar-93      12,623      13,259   13,201
  30-Jun-93      13,098      13,758   13,633
  30-Sep-93      13,626      14,313   14,094
  31-Dec-93      13,727      14,419   14,291
  31-Mar-94      12,849      13,497   13,507
  30-Jun-94      12,917      13,568   13,657
  30-Sep-94      12,945      13,597   13,749
  31-Dec-94      12,763      13,406   13,551
  31-Mar-95      13,732      14,424   14,510
  30-Jun-95      14,028      14,736   14,859
  30-Sep-95      14,311      15,032   15,287
  31-Dec-95      15,062      15,821   15,917
  31-Mar-96      14,726      15,468   15,724
  30-Jun-96      14,815      15,562   15,846
  30-Sep-96      15,251      16,020   16,210
  31-Dec-96      15,580      16,365   16,623
  31-Mar-97      15,457      16,236   16,585
  30-Jun-97      15,986      16,792   17,157
  30-Sep-97      16,455      17,284   17,675
  31-Dec-97      16,934      17,788   18,154
  31-Mar-98      17,162      18,027   18,363
  30-Jun-98      17,418      18,296   18,642
  30-Sep-98      17,969      18,875   19,215
  31-Dec-98      17,974      18,880   19,330
  31-Mar-99      18,091      19,003   19,502
  30-Jun-99      17,736      18,630   19,157
  30-Sep-99      17,361      18,237   19,080
  31-Dec-99      17,041      17,900   18,931
  31-Mar-00      17,695      18,587   19,486
  30-Jun-00      17,928      18,832   19,780
  30-Sep-00      18,288      19,209   20,259

   The performances of Class C and Class D shares will be greater than or less
than the performance shown for Class A shares, based on the differences in sales
charges and fees paid by shareholders.

   Performance data quoted represent changes in prices and assume that all
distributions within the period are invested in additional shares. The rates of
return will vary and the principal value of an investment will fluctuate.
Shares, if redeemed, may be worth more or less than their original cost.

                                       4

<PAGE>

PERFORMANCE OVERVIEW AND PORTFOLIO SUMMARY

Investment Results Per Share

<TABLE>
<CAPTION>
TOTAL RETURNS
For Periods Ended September 30, 2000
                                                     AVERAGE ANNUAL
                                       ---------------------------------------------------
                                                                     CLASS C    CLASS D
                                                                      SINCE      SINCE
                               SIX       ONE       FIVE       10     INCEPTION  INCEPTION
                              MONTHS*    YEAR      YEARS     YEARS    5/27/99    2/1/94
                             --------  -------    ------    -------  ---------  ----------
<S>                            <C>       <C>       <C>      <C>       <C>       <C>
Class A**
With Sales Charge              (1.56)%    0.38%     4.01%    6.22%      n/a       n/a
Without Sales Charge           (3.35)     5.33      5.03     6.75       n/a       n/a
Class C**
With Sales Charge and CDSC      1.02      2.33       n/a      n/a     (1.14)%     n/a
Without Sales Charge and CDSC   2.98      4.42       n/a      n/a      0.31       n/a
Class D**
With 1% CDSC                    1.98      3.42       n/a      n/a       n/a       n/a
Without CDSC                    2.98      4.42      4.23      n/a       n/a      3.36%
Lehman Index***                 3.97      6.18      5.79     7.32      3.16+     5.20++
</TABLE>

<TABLE>
<CAPTION>
NET ASSET VALUE                            DIVIDEND, CAPITAL GAIN, AND YIELD INFORMATION
                                           For Periods Ended September 30, 2000
         9/30/00   3/31/00   9/30/99               DIVIDENDS o  CAPITAL GAIN o  SEC YIELD oo
        --------  --------  --------               ----------   -------------   -----------
<S>         <C>       <C>      <C>         <C>        <C>          <C>           <C>
Class A     $7.49     $7.41    $7.49       Class A    $0.335       $0.049         4.27%
Class C      7.48      7.40     7.49       Class C     0.280        0.049         3.72
Class D      7.48      7.40     7.49       Class D     0.280        0.049         3.76
</TABLE>

<TABLE>
<CAPTION>
HOLDINGS BY MARKET SECTOR++                MOODY'S/S&P RATINGS++
<S>                            <C>          <C>           <C>
Revenue Bonds                  85%          Aaa/AAA       79%
General Obligation Bonds++++   15           Aa/AA         15
WEIGHTED AVERAGE MATURITY      22.3 years   A/A            4
                                            Baa/BBB        2
</TABLE>
------------------
    *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 C shares are calculated with and
     without the effect of the initial 1% maximum sales charge and the 1%
     contingent deferred sales charge ("CDSC") that is charged on redemptions
     made within 18 months of the date of purchase. Returns for Class D shares
     are calculated with and without the effect of the 1% 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 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 5/31/99.
   ++From 1/31/94.
    oRepresents per share amount paid or declared for the year ended September
     30, 2000.
  ooCurrent yield, representing the annualized yield for the 30-day period ended
     September 30, 2000, has been computed in accordance with SEC regulations
     and will vary.
   ++Percentages based on market values of long-term holdings at September 30,
     2000.
++++Includes escrowed-to-maturity securities.

                                       5
<PAGE>

PORTFOLIO OF INVESTMENTS
September 30, 2000

<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           $1,032,990

 1,000,000   Berks County Municipal Authority, PA Hospital Rev. (The Reading
               Hospital & Medical Center Project), 6.10% due 10/1/2023 .........    Aaa/AAA            1,017,860

 1,000,000   Berks County Municipal Authority, PA Hospital Rev. (The Reading
               Hospital & Medical Center Project), 6% due 11/1/2029 ............    Aaa/AAA            1,031,820

 1,000,000   Bucks County, PA GOs, 5% due 5/1/2017 .............................     Aa2/AA              939,780

 1,000,000   Delaware County Authority, PA (Haverford College Rev.),
               5 1/2% due 11/15/2023 ...........................................    Aaa/AAA              973,150

 1,000,000   Delaware County Industrial Development Authority, PA (Philadelphia
               Suburban Water Company), 6.35% due 8/15/2025* ...................    Aaa/AAA            1,033,490

 1,000,000   Delaware River Port Authority Rev. (Pennsylvania and New Jersey
             Port District Project), 5 5/8% due 1/1/2026 .......................    Aaa/AAA            1,002,410

 1,000,000   Delaware Valley, PA Regional Finance Authority Local Government
               Rev., 7 3/4% due 7/1/2027 .......................................    Aaa/AAA            1,268,920

 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            1,337,076

 1,250,000   Montgomery County, PA GOs, 5.45% due 9/15/2022 ....................     Aaa/NR            1,217,200

   500,000   Montgomery County, PA Industrial Development Authority Pollution
               Control Rev. (Philadelphia Electric Co.), 7.60% due 4/1/2021* ...     Baa1/A              515,265

 2,000,000   Pennsylvania Higher Education Assistance Agency Student Loan Rev.,
               6.40% due 3/1/2022* .............................................    Aaa/AAA            2,050,440

 1,000,000   Pennsylvania Higher Educational Facilities Authority College &
               University Rev. (University of Pennsylvania), 5.90% due 9/1/2014.      A1/AA            1,025,210

 1,000,000   Pennsylvania Higher Educational Facilities Authority Rev. (Temple
               University), 5% due 4/1/2029 ....................................    Aaa/AAA              890,370

 1,350,000   Pennsylvania Higher Educational Facilities Authority Rev. (Drexel
               University), 5 3/4% due 5/1/2022 ................................    Aaa/AAA            1,359,923

 1,000,000   Pennsylvania Housing Finance Agency (Single Family Mortgage Rev.),
               6 1/4% due 4/1/2031* ............................................     Aa2/AA+           1,021,320

 1,250,000   Pennsylvania Intergovernmental Co-Op Authority Special Tax Rev.
               (Philadelphia Funding Program), 5% due 6/15/2021 ................    Aaa/AAA            1,137,250
</TABLE>
------------------
+ 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.

                                       6

<PAGE>

PORTFOLIO OF INVESTMENTS
September 30, 2000

<TABLE>
<CAPTION>
  FACE                                                                             RATINGS+            MARKET
 AMOUNT                    MUNICIPAL BONDS                                       MOODY'S/S&P            VALUE
----------               -------------------                                     -----------         -----------
<S>          <C>                                                                  <C>               <C>
$1,000,000   Pennsylvania State GOs, 5% due 3/1/2017 ...........................     Aa3/AA          $   935,050

   750,000   Pennsylvania State Turnpike Commission Rev., 6% due 12/1/2017 .....    Aaa/AAA              764,865

 1,300,000   Philadelphia, PA Airport Rev., 6.10% due 6/15/2025* ...............    Aaa/AAA            1,321,723

 1,000,000   Philadelphia, PA Parking Authority Airport Parking Rev., 5 1/2%
               due 9/1/2018 ....................................................    Aaa/AAA              985,400

   450,000   Philadelphia Redevelopment Authority, PA (Home Mortgage Rev.),
               9% due 6/l/2017++ ...............................................      NR/AA              462,069
                                                                                                     -----------
TOTAL MUNICIPAL BONDS (Cost $23,096,460) -- 97.9% .........................................           23,323,581

VARIABLE RATE DEMAND NOTES (Cost $200,000) -- 0.9% ........................................              200,000

OTHER ASSETS LESS LIABILITIES -- 1.2% .....................................................              292,423
                                                                                                     -----------
NET ASSETS -- 100.0% ......................................................................          $23,816,004
                                                                                                     ===========
</TABLE>
------------------
 + Ratings have not been audited by Deloitte & Touche LLP.
++ Escrowed-to-maturity security.
 * Interest income earned from this security is subject to the federal
   alternative minimum tax.
See notes to financial statements.

                                       7

<PAGE>

STATEMENT OF ASSETS AND LIABILITIES
September 30, 2000

ASSETS:
Investments, at value:
  Long-term holdings (Cost $23,096,460) ....    $23,323,581
  Short-term holdings (Cost $200,000) ......        200,000        $23,523,581
                                               ------------
Cash                                                                    56,260
Interest receivable .......................................            391,331
Expenses prepaid to shareholder service agent .............              2,340
Other .....................................................                307
                                                                   -----------
Total Assets ..............................................         23,973,819
                                                                   -----------
LIABILITIES:
Dividends payable .........................................             36,078
Payable for Shares of Beneficial Interest repurchased .....             31,632
Accrued expenses and other ................................             90,105
                                                                   -----------
Total Liabilities .........................................            157,815
                                                                   -----------
Net Assets ................................................        $23,816,004
                                                                   ===========
COMPOSITION OF NET ASSETS:
Shares of Beneficial Interest, at par ($.001 par value;
  unlimited shares authorized; 3,179,235 shares outstanding):
  Class A .................................................        $     3,072
  Class C .................................................                 27
  Class D .................................................                 80
Additional paid-in capital ................................         23,645,892
Accumulated net realized loss .............................            (60,188)
Net unrealized appreciation of investments ................            227,121
                                                                   -----------
Net Assets ................................................        $23,816,004
                                                                   ===========

NET ASSET VALUE PER SHARE:
Class A ($23,013,736 / 3,072,028 shares) ..................              $7.49
                                                                         =====
Class C ($202,143 / 27,014 shares) ........................              $7.48
                                                                         =====
Class D ($600,125 / 80,193 shares) ........................              $7.48
                                                                         =====
------------------
See notes to financial statements.

                                       8
<PAGE>

STATEMENT OF OPERATIONS
For the Year Ended September 30, 2000

INVESTMENT INCOME:
Interest ..................................................         $1,434,425

EXPENSES:
Management fee .................................   $122,553
Distribution and service fees ..................     68,488
Auditing and legal fees ........................     41,175
Shareholder account services ...................     37,807
Registration ...................................     15,787
Shareholder reports and communications .........     12,671
Custody and related services ...................     10,941
Trustees' fees and expenses ....................      9,586
Miscellaneous ..................................      1,947
                                                    -------
Total Expenses ............................................            320,955
                                                                    ----------
Net Investment Income .....................................          1,113,470

NET REALIZED AND UNREALIZED GAIN
  (LOSS) ON INVESTMENTS:
Net realized loss on investments ...............    (60,188)
Net change in unrealized appreciation of
  investments ..................................    171,089
                                                   --------
Net Gain on Investments ...................................            110,901
                                                                    ----------
Increase in Net Assets from Operations ....................         $1,224,371
                                                                    ==========
------------------
See notes to financial statements.

                                       9
<PAGE>

STATEMENTS OF CHANGES IN NET ASSETS

<TABLE>
<CAPTION>
                                                                   YEAR ENDED SEPTEMBER 30,
                                                                   ------------------------
OPERATIONS:                                                           2000          1999
                                                                   ----------   -----------
<S>                                                                <C>           <C>
Net investment income .......................................     $ 1,113,470   $ 1,204,620
Net realized gain (loss) on investments .....................         (60,188)      173,072
Net change in unrealized appreciation of investments ........         171,089    (2,275,350)
                                                                  -----------   -----------
Increase (Decrease) in Net Assets from Operations ...........       1,224,371      (897,658)
                                                                  -----------   -----------
DISTRIBUTIONS TO SHAREHOLDERS:
Net investment income:
  Class A ...................................................      (1,082,783)   (1,174,204)
  Class C ...................................................          (6,608)         (515)
  Class D ...................................................         (24,079)      (29,901)
Net realized gain on investments:
  Class A ...................................................        (163,964)     (531,302)
  Class C ...................................................          (1,069)           --
  Class D ...................................................          (4,682)      (13,843)
                                                                  -----------   -----------
Decrease in Net Assets from Distributions ...................      (1,283,185)   (1,749,765)
                                                                  -----------   -----------
</TABLE>

<TABLE>
<CAPTION>
                                                  SHARES
                                         ------------------------
                                         YEAR ENDED SEPTEMBER 30,
                                         ------------------------
TRANSACTIONS IN SHARES OF                   2000        1999
  BENEFICIAL INTEREST:*                   --------    ---------
<S>                                        <C>          <C>         <C>           <C>
Net proceeds from sales of shares:
  Class A .............................     49,280       57,213       363,603       451,863
  Class C .............................     11,334       19,122        83,627       145,878
  Class D .............................     10,179       35,065        75,375       281,062
Shares issued in payment of dividends:
  Class A .............................     66,149       76,467       486,054       604,487
  Class C .............................         --           --            --            --
  Class D .............................      1,023        1,956         7,502        15,477
Exchanged from associated Funds:
  Class A .............................    604,963       17,197     4,365,626       138,701
  Class C .............................         --           --            --            --
  Class D .............................      5,175       33,251       37,954        267,612
Shares issued in payment of gain
distributions:
  Class A .............................     13,400       46,128        98,757       369,025
  Class C .............................         60           --           439            --
  Class D .............................        298        1,200         2,192         9,588
                                         ---------    ---------   -----------   -----------
Total .................................    761,861      287,599     5,521,129     2,283,693
                                         ---------    ---------   -----------   -----------
Cost of shares repurchased:
  Class A .............................   (400,523)    (384,498)   (2,937,847)   (3,048,387)
  Class C .............................     (3,502)     --            (26,187)           --
  Class D .............................    (43,803)     (23,050)     (321,059)     (182,932)
Exchanged into associated Funds:
  Class A .............................   (616,359)     (49,311)   (4,449,913)     (390,745)
  Class C .............................         --           --            --            --
  Class D .............................     (7,081)      (7,742)      (52,423)      (61,602)
                                         ---------    ---------   -----------   -----------
Total ................................. (1,071,268)    (464,601)   (7,787,429)   (3,683,666)
                                         ---------    ---------   -----------   -----------
Decrease in Net Assets from Transactions
  in Shares of Beneficial Interest ....   (309,407)    (177,002)   (2,266,300)   (1,399,973)
                                         =========    =========   -----------   -----------
Decrease in Net Assets ........................................    (2,325,114)   (4,047,396)

NET ASSETS:
Beginning of year .............................................    26,141,118    30,188,514
                                                                  -----------   -----------
End of Year ...................................................   $23,816,004   $26,141,118
                                                                  ===========   ===========
</TABLE>
------------------
* The Fund began offering Class C shares on May 27, 1999.
See notes to financial statements.

                                       10
<PAGE>

NOTES TO FINANCIAL STATEMENTS

1. Multiple Classes of Shares -- Seligman Pennsylvania Municipal Fund (the
"Fund") offers three 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. The
Fund began offering Class C shares on May 27, 1999. Class C shares are sold with
an initial sales charge of up to 1% and 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, if
applicable, of 1% imposed on redemptions made 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, if applicable, of 1% imposed on redemptions made within one
year of purchase. The three 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-specific 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 accounting principles generally accepted in the
United States of America 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 year ended September 30, 2000,
   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

                                       11
<PAGE>

NOTES TO FINANCIAL STATEMENTS

   income tax purposes. Any such reclassifications will have no effect on net
   assets, results of operations or net asset values per share of the Fund.

3. Purchases and Sales of Securities -- Purchases and sales of portfolio
securities, excluding short-term investments, for the year ended September 30,
2000, amounted to $2,911,370 and $5,202,610, respectively.

   At September 30, 2000, 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 $517,749 and $290,628, 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 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 $1,404
for sales of Class A shares. Commissions of $10,129 and $768 were paid to
dealers for sales of Class A and Class C shares, respectively.

  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 year ended September 30,
2000, fees incurred aggregated $60,399, or 0.25% per annum of the average daily
net assets of Class A shares.

  Under the Plan, with respect to Class C and 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 C and 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 year ended
September 30, 2000, fees incurred under the Plan amounted to $1,739 and $6,350,
for Class C and Class D shares, respectively, which is equivalent to 1% per
annum of the average daily net assets of each class.

  The Distributor is entitled to retain any CDSC imposed on certain redemptions
of Class A and Class C shares occurring within 18 months of purchase and on
redemptions of Class D shares occurring within one year of purchase. For the
year ended September 30, 2000, such charges amounted to $262.

  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 year ended
September 30, 2000, Seligman Services, Inc. received commissions of $268 from
the sale of shares of the Fund. Seligman Services, Inc. also received
distribution and service fees of $3,727 pursuant to the Plan.

  Seligman Data Corp., which is owned by certain associated investment
companies, charged at cost $37,807 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.

                                       12
<PAGE>

NOTES TO FINANCIAL STATEMENTS

  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
such fees and earnings accrued thereon is included in trustees' fees and
expenses, and the accumulated balance thereof at September 30, 2000, of $43,690
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 -- The Fund is a participant in a joint $825 million
committed line of credit that is shared by substantially all open-end 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 per annum rate equal to the overnight federal funds rate plus
0.50%. The Fund incurs a commitment fee of 0.10% 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 in June 2001, but is
renewable annually with the consent of the participating banks. For the year
ended September 30, 2000, the Fund did not borrow from the credit facility.

                                       13
<PAGE>

FINANCIAL HIGHLIGHTS

  The tables below are intended to help you understand each Class's financial
performance for the past five years or from its inception if less than five
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 during the period. "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                          CLASS C
                                                       ---------------------------------------------   ----------------
                                                                 YEAR ENDED SEPTEMBER 30,               YEAR   5/27/99*
                                                       ---------------------------------------------    ENDED     TO
                                                        2000      1999      1998      1997      1996   9/30/00  9/30/99
PER SHARE DATA:                                        -----     -----     -----     -----     -----   -------  -------
<S>                                                  <C>       <C>       <C>       <C>       <C>      <C>      <C>
Net Asset Value, Beginning of Period .............     $7.49     $8.24     $7.96     $7.82     $7.79    $7.49    $7.88
                                                       -----     -----     -----     -----     -----    -----    -----
Income from Investment Operations:
Net investment income ............................      0.34      0.34      0.35      0.36      0.38     0.28     0.10
Net realized and unrealized investment gain (loss)
  on investments .................................      0.05     (0.60)     0.36      0.24      0.12     0.04    (0.39)
                                                       -----     -----     -----     -----     -----    -----    -----
Total from Investment Operations .................      0.39     (0.26)     0.71      0.60      0.50     0.32    (0.29)
                                                       -----     -----     -----     -----     -----    -----    -----
Less Distributions:
Dividends from net investment income .............     (0.34)    (0.34)    (0.35)    (0.36)    (0.38)   (0.28)   (0.10)
Distributions from net realized capital gain .....     (0.05)    (0.15)    (0.08)    (0.10)    (0.09)   (0.05)      --
                                                       -----     -----     -----     -----     -----    -----    -----
Total Distributions ..............................     (0.39)    (0.49)    (0.43)    (0.46)    (0.47)   (0.33)   (0.10)
                                                       -----     -----     -----     -----     -----    -----    -----
Net Asset Value, End of Period ...................     $7.49     $7.49     $8.24     $7.96     $7.82    $7.48    $7.49
                                                       =====     =====     =====     ====-     =====    =====    =====
TOTAL RETURN:                                           5.33%    (3.38)%    9.20%     7.89%     6.57%    4.42%   (3.84)%

RATIOS/SUPPLEMENTAL DATA:
Net Assets, end of period (000s omitted) .........   $23,014   $25,142   $29,582   $30,092   $31,139     $202     $143
Ratio of expenses to average net assets ..........     1.28%     1.21%     1.19%     1.19%     1.11%    2.03%    1.93%+
Ratio of net income to average net assets ........     4.56%     4.25%     4.34%     4.60%     4.82%    3.81%    3.69%+
Portfolio turnover rate ..........................    12.11%     7.80%    13.05%    32.99%     4.56%   12.11%    7.80%++
</TABLE>
------------------
See footnotes on page 15.

                                       14

<PAGE>


FINANCIAL HIGHLIGHTS

<TABLE>
<CAPTION>
                                                                          CLASS D
                                                       ---------------------------------------------
                                                                 YEAR ENDED SEPTEMBER 30,
                                                       ---------------------------------------------
                                                        2000      1999      1998      1997      1996
                                                       -----     -----     -----     -----     -----
<S>                                                   <C>       <C>       <C>       <C>       <C>
PER SHARE DATA:
Net Asset Value, Beginning of Year ...............     $7.49     $8.23     $7.95     $7.81     $7.78
                                                       -----     -----     -----     -----     -----
Income from Investment Operations:
Net investment income ............................      0.28      0.28      0.29      0.30      0.32
Net realized and unrealized gain (loss)
  on investments .................................      0.04     (0.59)     0.36      0.24      0.12
Total from Investment Operations .................      0.32     (0.31)     0.65      0.54      0.44
                                                       -----     -----     -----     -----     -----
Less Distributions:
Dividends from net investment income .............     (0.28)    (0.28)    (0.29)    (0.30)    (0.32)
Distributions from net gain realized .............     (0.05)    (0.15)    (0.08)    (0.10)    (0.09)
                                                       -----     -----     -----     -----     -----
Total Distributions ..............................     (0.33)    (0.43)    (0.37)    (0.40)    (0.41)
                                                       -----     -----     -----     -----     -----
Net Asset Value, End of Year .....................     $7.48     $7.49     $8.23     $7.95     $7.81
                                                       =====     =====     =====     =====     =====
TOTAL RETURN:                                           4.42%    (3.99)%    8.36%     7.07%     4.42%

RATIOS/SUPPLEMENTAL DATA:
Net Assets, end of year (000s omitted) ...........       $600      $856      $607      $816      $876
Ratio of expenses to average net assets ..........      2.03%     1.96%     1.97%     1.96%     1.88%
Ratio of net income to average net assets ........      3.81%     3.50%     3.56%     3.83%     4.05%
Portfolio turnover rate...........................     12.11%     7.80%    13.05%    32.99%     4.56%
</TABLE>
------------------
 *  Commencement of offering of Class C shares.
 +  Annualized.
++  For the year ended September 30, 1999.
See notes to financial statements.

                                       15
<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
September 30, 2000, and the related statements of operations for the year then
ended and of changes in net assets for each of the two years in the period then
ended, 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 auditing standards generally accepted
in the United States of America. 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 September 30, 2000, by correspondence with the Fund's
custodian. 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, the financial statements and financial highlights referred to
above present fairly, in all material respects, the financial position of
Seligman Pennsylvania Municipal Fund as of September 30, 2000, the results of
its operations for the year then ended and the changes in its net assets and the
financial highlights for the respective stated periods, in conformity with
accounting principles generally accepted in the United States of America.

DELOITTE & TOUCHE LLP
New York, New York
November 10, 2000
                                       16

<PAGE>

TRUSTEES

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

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
Director, Conoco Inc.

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

Betsy S. Michel 2, 4
Trustee, The Geraldine R. Dodge Foundation

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

Leroy C. Richie  4
Chairman & CEO, Q Standards Worldwide, Inc.

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

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, C-SPAN
Director, CommScope, Inc.

Brian T. Zino 1
President
President, J. & W. Seligman & Co.  Incorporated
Chairman, Seligman Data Corp.
Director, ICI Mutual Insurance Company
Member of the Board of Governors,
  Investment Company Institute

Fred E. Brown
Trustee Emeritus

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

                                       17
<PAGE>

EXECUTIVE OFFICERS

William C. Morris
Chairman

Brian T. Zino
President

Thomas G. Moles
Vice President

Lawrence P. Vogel
Vice President and 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

                                       18
<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 (SEC), 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 2000 Mutual Fund Fact Book.

                                       19


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