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Measurement Uncertainty in Measurement Significant Figures 2-1 Measurement Observation can be both QUALITATIVE and QUANTITIVE A qualitative observation is a description in words. A quantitative observation is a description with numbers and units. A measurement is a comparison to a standard. 2-2 Units are important 45 000 has little meaning, just a number $45,000 has some meaning - money $45,000/yr more meaning - person’s salary 2-3 Uncertainty in Measurement Use of Significant Figures It is important to realize that a measurement always has some degree of uncertainty, which depends on the precision of the measuring device. Therefore, it is important to indicate the uncertainty in any measurement. This is done by using significant figures. 2-4 Uncertainty in Measurement • Every measurement has an uncertainty associated with it, unless it is an exact, counted integer, such as the count of trials performed or a definition. 2-5 Uncertainty in Measurement • Every calculated result also has an uncertainty, related to the uncertainty in the measured data used to calculate it. This uncertainty should be reported either as an explicit ± value or as an implicit uncertainty, by using the appropriate number of significant figures. 2-6 Uncertainty in Measurement • The numerical value of a "plus or minus" (±) uncertainty value tells you the range of the result. • When significant figures are used as an implicit way of indicating uncertainty, the last digit is considered uncertain. 2-7 Uncertainty in Measurement . A significant figure is one that has been measured with certainty or has been 'properly' estimated. The significant figures in a number includes all certain digits as read from the instrument plus one estimate digit. 2-8 Uncertainty in Measurement Significant digits or significant figures - are digits read from the measuring instrument plus one doubtful digit estimated by the observer. This doubtful estimate will be a fractional part of the least count of the instrument. 2-9 Uncertainty in Measurement All measurements contain some uncertainty. • Limit of the skill and carefulness of person measuring • Limit of the measuring tool/equipment being used Uncertainty is measured with Accuracy How close to the true value Precision How close to each other 2 - 10 Precision How well our values agree with each other. Here the numbers are close together so we have good precision. xx x • Poor accuracy. • Large systematic error. 2 - 11 Accuracy How close our values agree with the true value. Here the average value would give a accurate number but the numbers don’t agree, are not precise. x x x Large random error 2 - 12 Accuracy and precision Our goal! Good precision and accuracy. xx x These are values we can trust. 2 - 13 Accuracy and precision Predict the effect on accuracy and precision. • Instrument not ‘zeroed’ properly • Reagents made at wrong concentration • Temperature in room varies ‘wildly’ • Person running test is not properly trained 2 - 14 Types of errors Systematic Instrument not ‘zeroed’ properly Reagents made at wrong concentration Random Temperature in room varies ‘wildly’ Person running test is not properly trained 2 - 15 Errors Systematic • Errors in a single direction (high or low). • Can be corrected by proper calibration or running controls and blanks. Random • Errors in any direction. • Can’t be corrected. Can only be accounted for by using statistics. 2 - 16 Errors Systematic: ACCURACY • Errors in a single direction (high or low). • Can be corrected by proper calibration or running controls and blanks. Random: PRECISION • Errors in any direction. • Can’t be corrected. Can only be accounted for by using statistics. 2 - 17 Significant figures Method used to express precision. You can’t report numbers better than the method used to measure them. 67.2 units = three significant figures Certain Digits Uncertain Digit ONLY ONE UNCERTAIN DIGIT IS REPORTED 2 - 18 Significant figures The number of significant digits is independent of the decimal point. These numbers All have three significant figures! 255 25.5 2.55 0.255 0.0255 2 - 19 Significant figures: Rules for zeros Leading zeros are not significant. 0.421 - three significant figures Leading zero Captive zeros are significant. 4012 - four significant figures Captive zero Trailing zeros are significant. 114.20 - five significant figures Trailing zero 2 - 20 Significant figures Zeros are what will give you a headache! They are used/misused all of the time. Example The press might report that the federal deficit is three trillion dollars. What did they mean? $3 x 1012 meaning +/- a trillion dollars or $3,000,000,000,000.00 meaning +/- a penny 2 - 21 Significant figures In science, all of our numbers are either measured or exact. • Exact - Infinite number of significant figures. • Measured - the tool used will tell you the level of significance. Varies based on the tool. Example Ruler with lines at 1/16” intervals. A balance might be able to measure to the nearest 0.1 grams. 2 - 22 Significant figures: Rules for zeros Scientific notation - can be used to clearly express significant figures. A properly written number in scientific notation always has the the proper number of significant figures. 0.00321 = 3.21 x 10-3 Three Significant Figures 2 - 23 Scientific notation • Method to express really big or small numbers. Format is Mantissa x Base Power Decimal part of original number Decimals you moved We just move the decimal point around. 2 - 24 Scientific notation If a number is larger than 1 • The original decimal point is moved X places to the left. • The resulting number is multiplied by 10X. • The exponent is the number of places you moved the decimal point. 1 2 3 0 0 0 0 0 0. = 1.23 x 108 2 - 25 Scientific notation If a number is smaller than 1 • The original decimal point is moved X places to the right. • The resulting number is multiplied by 10-X. • The exponent is the number of places you moved the decimal point. 0. 0 0 0 0 0 0 1 2 3 = 1.23 x 10-7 2 - 26 Scientific notation Most calculators use scientific notation when the numbers get very large or small. How scientific notation is displayed can vary. It may use x10n or may be displayed using an E. They usually have an Exp or EE This is to enter in the exponent. 1.44939 E-2 cos tan CE ln 7 8 9 / log 4 5 6 x 1/x 1 2 3 - x2 EE 0 . + 2 - 27 Examples 378 000 3.78 x 10 5 8931.5 8.9315 x 10 3 0.000 593 5.93 x 10 - 4 0.000 000 4 4 x 10 - 7 2 - 28 Significant figures and calculations An answer can’t have more significant figures than the quantities used to produce it. Example How fast did you run if you went 1.0 km in 3.0 minutes? speed = 1.0 km / 3.0 min = 0.33 km / min 0.333333333 cos tan CE ln 7 8 9 / log 4 5 6 x 1/x 1 2 3 - x2 EE 0 . + 2 - 29 Significant figures and calculations Addition and subtraction Report your answer with the same number of digits to the right of the decimal point as the number having the fewest to start with. 123.45987 g + 234.11 g 357.57 g 805.4 g - 721.67912 g 83.7 g 2 - 30 Significant figures and calculations Multiplication and division. Report your answer with the same number of digits as the quantity have the smallest number of significant figures. Example. Density of a rectangular solid. 25.12 kg / [ (18.5 m) ( 0.2351 m) (2.1m) ] = 2.8 kg / m3 (2.1 m - only has two significant figures) 2 - 31 Example 257 mg \__ 3 significant figures 102 miles \__ 3 significant figures 0.002 30 kg \__ 3 significant figures 23,600.01 $/yr \__ 7 significant figures 2 - 32 Rounding off numbers After calculations, you may need to round off. 2 - 33 Rounding off If a set of calculations gave you the following numbers and you knew each was supposed to have four significant figures then - 2.5795035 becomes 2.580 1st uncertain digit 34.204221 becomes 34.20 2 - 34 Converting units Factor label method • Regardless of conversion, keeping track of units makes thing come out right • Must use conversion factors - The relationship between two units • Canceling out units is a way of checking that your calculation is set up right! 2 - 35 Common conversion factors SomeEnglish/ Metric conversions 1 liter 1 kilogram 1 meter 1 inch = 1.057 quarts = 2.2 pounds = 1.094 yards = 2.54 cm Factor 1.057 qt/L 2.2 lb/kg 1.094 yd/m 2.54 cm/inch 2 - 36 Example A nerve impulse in the body can travel as fast as 400 feet/second. What is its speed in meters/min ? Conversions Needed 1 meter 1 minute = = 3.3 feet 60 seconds 2 - 37 Example ? m 400 ft = min 1 sec ? m 400 ft = min 1 sec 7273 m min x 1m 3.3 ft 60 sec x 1 min x 1m 3.3 ft 60 sec x 1 min ....Fast 2 - 38 Extensive and intensive properties Extensive properties Depend on the quantity of sample measured. Example - mass and volume of a sample. Intensive properties Independent of the sample size. Properties that are often characteristic of the substance being measured. Examples - density, melting and boiling points. 2 - 39 Density Density is an intensive property of a substance based on two extensive properties. Density = Mass Volume Common units are g / cm3 or g / mL. g / cm3 Air Water Gold 0.0013 1.0 19.3 cm3 = mL g / cm3 Bone Urine Gasoline 1.7 - 2.0 1.01 - 1.03 0.66 - 0.69 2 - 40 Example. Density calculation What is the density of 5.00 mL of a fluid if it has a mass of 5.23 grams? d = mass / volume d = 5.23 g / 5.00 mL d = 1.05 g / mL What would be the mass of 1.00 liters of this sample? 2 - 41 Example. Density calculation What would be the mass of 1.00 liters of the fluid sample? The density was 1.05 g/mL. density = mass / volume so mass = volume x density mass = 1.00 L x 1000 ml x 1.05 g L mL = 1.05 x 103 g 2 - 42 Specific gravity The density of a substance compared to a reference substance. density of substance Specific Gravity = density of reference • Specific Gravity is unitless. • Reference is commonly water at 4oC. • At 4oC, density = specific gravity. • Commonly used to test urine. 2 - 43 Specific gravity measurement Hydrometer Float height will be based on Specific Gravity. 2 - 44 Measuring time The SI unit is the second (s). For longer time periods, we can use SI prefixes or units such as minutes (min), hours (h), days (day) and years. Months are never used they vary in size. 2 - 45 The mole Number of atoms in 12.000 grams of 12C 1 mol mol = = 6.022 x 1023 atoms grams / formula weight Atoms, ions and molecules are too small to directly measure - measured in u. Using moles gives us a practical unit. We can then relate atoms, ions and molecules, using an easy to measure unit the gram. 2 - 46 The mole If we had one mole of water and one mole of hydrogen, we would have the name number of molecules of each. 1 mol H2O 1 mol H2 = 6.022 x 1023 molecules = 6.022 x 1023 molecules We can’t weigh out moles -- we use grams. We would need to weigh out a different number of grams to have the same number of molecules 2 - 47 Moles and masses Atoms come in different sizes and masses. A mole of atoms of one type would have a different mass than a mole of atoms of another type. H - 1.008 u or grams/mol O - 16.00 u or grams/mol Mo - 95.94 u or grams/mol Pb - 207.2 u or grams/mol We rely on a straight forward system to relate mass and moles. 2 - 48 Masses of atoms and molecules Atomic mass • The average, relative mass of an atom in an element. Atomic mass unit (u) • Arbitrary mass unit used for atoms. • Relative to one type of carbon. Molecular or formula mass • The total mass for all atoms in a compound. 2 - 49 Molar masses Once you know the mass of an atom, ion, or molecule, just remember: Mass of one unit - use u Mass of one mole of units - use grams/mole The numbers DON’T change -- just the units. 2 - 50 Masses of atoms and molecules H2O - water 2 hydrogen 1 oxygen mass of molecule 2 x 1.008 u 1 x 16.00 u 18.02 u 18.02 g/mol Rounded off based on significant figures 2 - 51 Another example CH3CH2OH - ethyl alcohol 2 carbon 6 hydrogen 1 oxygen mass of molecule 2x 6x 1x 12.01 u 1.008 u 16.00 u 46.07 u 46.07 g/mol 2 - 52 Molecular mass vs. formula mass Formula mass Add the masses of all the atoms in formula - for molecular and ionic compounds. Molecular mass Calculated the same as formula mass - only valid for molecules. Both have units of either u or grams/mole. 2 - 53 Formula mass, FM The sum of the atomic masses of all elements in a compound based on the chemical formula. You must use the atomic masses of the elements listed in the periodic table. CO2 1 atom of C and 2 atoms of O 1 atom C x 12.011 u 2 atoms O x 15.9994 u Formula mass = = = 12.011 u 31.9988 u 44.010 u or g/mol 2 - 54 Example - (NH4)2SO4 OK, this example is a little more complicated. The formula is in a format to show you how the various atoms are hooked up. ( N H 4) 2S O 4 We have two (NH4+) units and one SO42- unit. Now we can determine the number of atoms. 2 - 55 Example - (NH4)2SO4 Ammonium sulfate contains 2 nitrogen, 8 hydrogen, 1 sulfur & 4 oxygen. 2N 8H 1S 4O x x x x 14.01 1.008 32.06 16.00 = = = = 28.02 8.064 32.06 64.00 Formula mass = 132.14 The units are either u or grams / mol. 2 - 56 Example - (NH4)2SO4 How many atoms are in 20.0 grams of ammonium sulfate? Formula weight grams/mol Atoms in formula = 132.14 = 15 atoms / unit 1 mol moles = 20.0 g x = 0.151 mol 132.14 g atoms units 23 atoms = 0.151 mol x 15 unit x 6.02 x10 mol atoms = 1.36 x1024 2 - 57