Unit 12 · Lesson 12.5

Dual-Polarization: ZDR, CC And KDP

Advanced · 9 min read · By Jen, SKYWARN storm spotter · Radar Science

What Is Dual-Pol Radar?

Dual-pol radar sends and receives both horizontal and vertical pulses. Comparing them tells forecasters about the shape, size and variety of targets, not just how much energy returns. Products like ZDR, correlation coefficient and KDP help tell rain from hail, snow from rain, and weather from tornado debris.

Old radar told you how much came back. Dual-pol tells you what shape it was. That one upgrade lets forecasters spot hail, find the melting layer and confirm tornado debris in the dark. This is my favorite kind of nerdy.

Key Takeaways

  • Every WSR-88D was upgraded to dual-polarization between 2011 and 2013.
  • ZDR compares horizontal and vertical reflectivity and hints at target shape.
  • CC measures how uniform the targets are; low CC under a couplet can mean tornado debris.
  • KDP tracks liquid water content and flags very heavy rain.
  • The melting layer shows up as enhanced Z and ZDR with lowered CC.

Between 2011 and 2013, every WSR-88D in the United States was upgraded to Dual-Polarization. Instead of sending only horizontally oriented pulses, the radar now sends and receives both horizontal and vertical pulses at the same time. By comparing the two, the radar learns about the shape, size, variety and orientation of what it is seeing, not just how much energy comes back. That is how the radar can tell rain from hail, snow from rain, and weather from tornado debris.

Why Shape Matters

Small raindrops are nearly spherical. As drops grow past about 1 to 2 millimeters, air resistance flattens their bottoms, so large drops look like hamburger buns: wider than they are tall. Hail tumbles, so on average it looks round. Snowflakes are flat but have low density. Debris is random and irregular. Each of these gives a different "fingerprint" in the horizontal and vertical returns.

What Is ZDR On Radar?

Differential Reflectivity (ZDR) compares the horizontal and vertical reflectivity: ZDR = Zh - Zv, in decibels.

  • ZDR near 0 dB: targets are, on average, round. Examples: drizzle, small drops, tumbling hail, dry snow aggregates.
  • Positive ZDR (1 to 4+ dB): targets are wider than tall. Examples: large raindrops, melting hail with a water torus.
  • Negative ZDR: targets are taller than wide, such as vertically aligned ice crystals in strong electric fields near storm tops.

Useful patterns:

  • A ZDR column is a tower of positive ZDR rising above the freezing level in a storm updraft. It marks large drops being lofted by a strong updraft and often appears before a storm intensifies or produces hail.
  • A hail core often shows very high reflectivity with ZDR near zero.
  • Along the forward flank of supercells, a ZDR arc of high values marks size sorting of big drops by strong low-level shear.

What Is Correlation Coefficient On Radar?

Correlation Coefficient (CC, sometimes called rho-hv) measures how similarly the horizontal and vertical pulses behave from pulse to pulse within a gate. It ranges from 0 to 1.

  • 0.97 and above: uniform targets, almost certainly pure rain or pure snow.
  • About 0.85 to 0.95: a mix of types, such as rain and hail, melting snow, or wet snow in the melting layer.
  • Below about 0.8: non-meteorological targets: birds, insects, ground clutter, smoke, chaff, or tornado debris.

CC does not tell you what the targets are, only how diverse they are. Pair it with reflectivity and ZDR.

The Tornado Debris Signature

When a tornado lofts leaves, insulation, wood and dirt, those irregular objects produce a compact area of low CC (often below 0.8), collocated with a strong velocity couplet and moderate to high reflectivity. This Tornado Debris Signature (TDS) confirms that a damaging tornado is on the ground, even at night or when it is wrapped in rain. It does not predict tornadoes; it confirms them after debris is lofted.

What Is KDP On Radar?

As a pulse travels through heavy rain, the horizontal wave slows slightly more than the vertical one, because flattened drops present more water in the horizontal. The difference in phase accumulates with distance; this is the differential phase (PhiDP). Its rate of change with range is the Specific Differential Phase (KDP), in degrees per kilometer.

  • KDP is closely tied to the liquid water content, so it is an excellent heavy-rain indicator.
  • It is not affected by hail (tumbling hail is nearly round), by partial beam blockage, or by radar calibration errors.
  • High KDP (above about 2 degrees per km) signals very heavy rain and flash flood potential.
  • KDP is noisy in light rain, so it is most useful in heavy precipitation.

How Does Radar Show The Melting Layer?

Where snow melts into rain, the radar sees a band of wet snowflakes: high reflectivity (the bright band), elevated ZDR, and lowered CC (about 0.90 to 0.95). Dual-pol makes the Melting Layer easy to locate. It appears on lower tilts as a ring around the radar, whose distance tells you the height of the melting level. In winter, watching that ring shrink toward the radar shows cold air arriving and a change from rain to snow.

Putting It Together

  • Heavy rain: high Z, high ZDR, high CC, high KDP.
  • Hail: very high Z, low ZDR (near 0), slightly lowered CC, modest KDP.
  • Dry snow: low to moderate Z, low ZDR, high CC.
  • Melting layer: enhanced Z, higher ZDR, lowered CC.
  • Tornado debris: low CC and low or noisy ZDR under a velocity couplet.
  • Birds and insects: low CC, very high or noisy ZDR, low Z.

Real-World Example: The Debris Ball

Since the dual-pol upgrade, the tornado debris signature has helped NWS forecasters confirm tornadoes that were wrapped in rain or hidden by darkness. It appears as a small blob of low CC right where the velocity couplet sits, often at the tip of a hook. The Moore, Oklahoma tornado on May 20, 2013 is one of the well-known cases.

This matters a lot in Florida and the Southeast, where tornadoes often hide in heavy rain and spotters cannot see them. A debris signature means damage is already happening. If you are in the path, shelter now.

Common Mistakes

  • Myth: Correlation coefficient tells you what the targets are. Fact: CC tells you how diverse the targets are. Pair it with reflectivity, ZDR and velocity to decide what they are.
  • Myth: A debris signature predicts a tornado. Fact: It confirms one that is already on the ground and lofting debris. It does not forecast tornadoes.
  • Myth: Hail always shows high ZDR because it is big. Fact: Tumbling hail looks round on average, so a hail core often shows very high reflectivity with ZDR near zero.
Go Deeper: Why KDP Ignores Hail And Calibration

Differential phase (PhiDP) accumulates because flattened drops slow the horizontal wave more than the vertical. KDP is half the range derivative of PhiDP, in degrees per kilometer. Since it is a phase measurement rather than a power measurement, it does not depend on radar calibration, is not biased by attenuation or partial beam blockage, and barely responds to tumbling, nearly spherical hail.

KDP scales nearly linearly with liquid water content and rain rate, so KDP-based rain estimates hold up well in heavy rain and rain-hail mixtures. The catch is noise. In light rain the phase change is small compared with measurement scatter, so operational rainfall blends estimates from Z, ZDR and KDP depending on conditions.

Check Yourself

No grades, no sign-in. Pick an answer and see how you did. The app keeps score for you and tracks your progress.

1 What CC values usually indicate pure rain or pure snow?

Show The Answer

0.97 and above Uniform targets give very high correlation, typically 0.97 or higher.

2 Large raindrops typically produce:

Show The Answer

Positive ZDR, because they are wider than tall Big drops flatten into a bun shape, returning more horizontal than vertical energy.

3 Why is KDP useful in storms with hail?

Show The Answer

It responds mainly to liquid water and is not biased by hail Tumbling hail looks round to the radar, so KDP stays focused on the liquid rain.

4 A tornado debris signature is identified mainly by:

Show The Answer

A compact area of low CC collocated with a strong velocity couplet Irregular debris produces low correlation right where the rotation is.

Questions People Ask

What does low correlation coefficient mean?

Below about 0.8 usually means non-weather targets such as birds, insects, clutter, smoke or tornado debris. Values of 0.97 and above usually mean pure rain or snow.

What is a tornado debris signature?

A compact area of low CC collocated with a strong velocity couplet and moderate to high reflectivity. It confirms a damaging tornado is on the ground.

What does a ZDR column mean?

A tower of positive ZDR above the freezing level marks large drops lofted by a strong updraft. It often appears before a storm intensifies or produces hail.

When did NEXRAD get dual-pol?

Every WSR-88D in the United States was upgraded to dual-polarization between 2011 and 2013.

Learn More From The Experts

Low CC under a couplet is not a time to admire the data. Shelter first, nerd out later. - Jen — Jen

Back To Unit 12 Back To The Course LightningWX Home

Gen M.
Typically replies within a day
Hello, and welcome to CoinScope Pro. Click the button below to chat with us on Messenger.
Send a message